From b4321136205727f8e9e08b811409d726226e2de7 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 17:43:10 +0300 Subject: [PATCH 01/44] timedsensorreplay seek and loop, navigation init extracted --- dimos/robot/unitree_webrtc/connection.py | 19 +-- .../robot/unitree_webrtc/modular/__init__.py | 2 + .../modular/connection_module.py | 66 ++++++--- .../unitree_webrtc/modular/ivan_unitree.py | 128 +++------------- .../unitree_webrtc/modular/navigation.py | 84 +++++++++++ dimos/utils/test_testing.py | 139 +++++++++++++++++- dimos/utils/testing.py | 73 +++++++-- 7 files changed, 354 insertions(+), 157 deletions(-) create mode 100644 dimos/robot/unitree_webrtc/modular/__init__.py create mode 100644 dimos/robot/unitree_webrtc/modular/navigation.py diff --git a/dimos/robot/unitree_webrtc/connection.py b/dimos/robot/unitree_webrtc/connection.py index de47b8c48b..30189f4887 100644 --- a/dimos/robot/unitree_webrtc/connection.py +++ b/dimos/robot/unitree_webrtc/connection.py @@ -32,6 +32,7 @@ from dimos.core import In, Module, Out, rpc from dimos.msgs.geometry_msgs import Pose, Transform, Vector3 from dimos.msgs.sensor_msgs import Image +from dimos.robot.connection_interface import ConnectionInterface from dimos.robot.unitree_webrtc.type.lidar import LidarMessage from dimos.robot.unitree_webrtc.type.lowstate import LowStateMsg from dimos.robot.unitree_webrtc.type.odometry import Odometry @@ -40,8 +41,8 @@ VideoMessage: TypeAlias = np.ndarray[tuple[int, int, Literal[3]], np.uint8] -class UnitreeWebRTCConnection: - def __init__(self, ip: str, mode: str = "ai"): +class UnitreeWebRTCConnection(ConnectionInterface): + def __init__(self, ip: str, mode: str = "ai", **kwargs): self.ip = ip self.mode = mode self.conn = Go2WebRTCConnection(WebRTCConnectionMethod.LocalSTA, ip=self.ip) @@ -227,8 +228,8 @@ def color(self, color: VUI_COLOR = VUI_COLOR.RED, colortime: int = 60) -> bool: }, ) - @functools.cache - def raw_video_stream(self) -> Subject[VideoMessage]: + @functools.lru_cache(maxsize=None) + def video_stream(self) -> Observable[VideoMessage]: subject: Subject[VideoMessage] = Subject() stop_event = threading.Event() @@ -237,7 +238,7 @@ async def accept_track(track: MediaStreamTrack) -> VideoMessage: if stop_event.is_set(): return frame = await track.recv() - subject.on_next(frame) + subject.on_next(Image.from_numpy(frame.to_ndarray(format="rgb24"))) self.conn.video.add_track_callback(accept_track) @@ -259,14 +260,6 @@ def switch_video_channel_off(): return subject.pipe(ops.finally_action(stop)) - @functools.cache - def video_stream(self) -> Observable[VideoMessage]: - return backpressure( - self.raw_video_stream().pipe( - ops.map(lambda frame: Image.from_numpy(frame.to_ndarray(format="rgb24"))) - ) - ) - def get_video_stream(self, fps: int = 30) -> Observable[VideoMessage]: """Get the video stream from the robot's camera. diff --git a/dimos/robot/unitree_webrtc/modular/__init__.py b/dimos/robot/unitree_webrtc/modular/__init__.py new file mode 100644 index 0000000000..d823cd796e --- /dev/null +++ b/dimos/robot/unitree_webrtc/modular/__init__.py @@ -0,0 +1,2 @@ +from dimos.robot.unitree_webrtc.modular.connection_module import deploy_connection +from dimos.robot.unitree_webrtc.modular.navigation import deploy_navigation diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index af59293e1a..9c8aafe7fd 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -15,24 +15,26 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. - import functools import logging +import os import time import warnings +from typing import Optional import reactivex as rx from dimos_lcm.sensor_msgs import CameraInfo from reactivex import operators as ops from reactivex.observable import Observable -from dimos.core import In, Module, Out, rpc +from dimos.core import In, LCMTransport, Module, Out, rpc from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 -from dimos.msgs.sensor_msgs.Image import Image, sharpness_window +from dimos.msgs.sensor_msgs import Image +from dimos.msgs.sensor_msgs.Image import Image from dimos.msgs.std_msgs import Header +from dimos.robot.foxglove_bridge import FoxgloveBridge from dimos.robot.unitree_webrtc.connection import UnitreeWebRTCConnection from dimos.robot.unitree_webrtc.type.lidar import LidarMessage -from dimos.robot.unitree_webrtc.type.odometry import Odometry from dimos.utils.data import get_data from dimos.utils.logging_config import setup_logger from dimos.utils.testing import TimedSensorReplay @@ -47,19 +49,27 @@ logging.getLogger("asyncio").setLevel(logging.ERROR) logging.getLogger("root").setLevel(logging.WARNING) + # Suppress warnings warnings.filterwarnings("ignore", message="coroutine.*was never awaited") warnings.filterwarnings("ignore", message="H264Decoder.*failed to decode") image_resize_factor = 1 originalwidth, originalheight = (1280, 720) -get_data("unitree_office_walk") class FakeRTC(UnitreeWebRTCConnection): # we don't want UnitreeWebRTCConnection to init - def __init__(self, *args, **kwargs): - pass + def __init__( + self, + **kwargs, + ): + get_data("unitree_office_walk") + self.replay_config = { + "loop": kwargs.get("loop"), + "seek": kwargs.get("seek"), + "duration": kwargs.get("duration"), + } def connect(self): pass @@ -77,20 +87,20 @@ def liedown(self): def raw_lidar_stream(self): print("lidar stream start") lidar_store = TimedSensorReplay("unitree_office_walk/lidar") - return lidar_store.stream() + return lidar_store.stream(**self.replay_config) @functools.cache def raw_odom_stream(self): print("odom stream start") odom_store = TimedSensorReplay("unitree_office_walk/odom") - return odom_store.stream() + return odom_store.stream(**self.replay_config) # we don't have raw video stream in the data set @functools.cache def raw_video_stream(self): print("video stream start") video_store = TimedSensorReplay("unitree_office_walk/video", autocast=Image.from_numpy) - return video_store.stream() + return video_store.stream(**self.replay_config) @functools.cache def video_stream(self): @@ -105,18 +115,17 @@ def publish_request(self, topic: str, data: dict): class ConnectionModule(Module): - ip: str - connection_type: str = "webrtc" camera_info: Out[CameraInfo] = None odom: Out[PoseStamped] = None lidar: Out[LidarMessage] = None video: Out[Image] = None movecmd: In[Vector3] = None - def __init__(self, ip: str = None, connection_type: str = "webrtc", *args, **kwargs): - self.ip = ip + connection = None + + def __init__(self, connection_type: str = "webrtc", *args, **kwargs): + self.connection_config = kwargs self.connection_type = connection_type - self.connection = None Module.__init__(self, *args, **kwargs) @rpc @@ -137,13 +146,13 @@ def start(self): """Start the connection and subscribe to sensor streams.""" match self.connection_type: case "webrtc": - self.connection = UnitreeWebRTCConnection(self.ip) + self.connection = UnitreeWebRTCConnection(**self.connection_config) case "fake": - self.connection = FakeRTC() + self.connection = FakeRTC(**self.connection_config) case "mujoco": from dimos.robot.unitree_webrtc.mujoco_connection import MujocoConnection - self.connection = MujocoConnection() + self.connection = MujocoConnection(**self.connection_config) self.connection.start() case _: raise ValueError(f"Unknown connection type: {self.connection_type}") @@ -255,3 +264,24 @@ def camera_info_stream(self) -> Observable[CameraInfo]: ) ) ) + + +def deploy_connection(dimos, **kwargs): + foxglove_bridge = dimos.deploy(FoxgloveBridge) + foxglove_bridge.start() + + connection = dimos.deploy( + ConnectionModule, + ip=os.getenv("ROBOT_IP"), + connection_type=os.getenv("CONNECTION_TYPE", "fake"), + **kwargs, + ) + + connection.lidar.transport = LCMTransport("/lidar", LidarMessage) + connection.odom.transport = LCMTransport("/odom", PoseStamped) + connection.video.transport = LCMTransport("/image", Image) + connection.movecmd.transport = LCMTransport("/cmd_vel", Vector3) + connection.camera_info.transport = LCMTransport("/camera_info", CameraInfo) + connection.start() + + return connection diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index df0d1ed42a..e37a098fe3 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -13,137 +13,45 @@ # limitations under the License. import logging -import os import time -from typing import Optional from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations -from dimos_lcm.sensor_msgs import CameraInfo -from dimos_lcm.std_msgs import Bool, String from dimos.core import LCMTransport, start -from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 -from dimos.msgs.nav_msgs import OccupancyGrid, Path -from dimos.msgs.sensor_msgs import Image -from dimos.navigation.bt_navigator.navigator import BehaviorTreeNavigator, NavigatorState -from dimos.navigation.frontier_exploration import WavefrontFrontierExplorer -from dimos.navigation.global_planner import AstarPlanner -from dimos.navigation.local_planner.holonomic_local_planner import HolonomicLocalPlanner from dimos.perception.detection2d import Detect2DModule, Detection2DArrayFix from dimos.protocol.pubsub import lcm -from dimos.robot.foxglove_bridge import FoxgloveBridge -from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule -from dimos.robot.unitree_webrtc.type.lidar import LidarMessage -from dimos.robot.unitree_webrtc.type.map import Map +from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation from dimos.utils.logging_config import setup_logger -from dimos.web.websocket_vis.websocket_vis_module import WebsocketVisModule logger = setup_logger("dimos.robot.unitree_webrtc.unitree_go2", level=logging.INFO) -def deploy_navigation(dimos, connection): - mapper = dimos.deploy(Map, voxel_size=0.5, cost_resolution=0.05, global_publish_interval=1.0) - mapper.lidar.connect(connection.lidar) - mapper.global_map.transport = LCMTransport("/global_map", LidarMessage) - mapper.global_costmap.transport = LCMTransport("/global_costmap", OccupancyGrid) - mapper.local_costmap.transport = LCMTransport("/local_costmap", OccupancyGrid) +def detection_unitree(): + dimos = start(6) - """Deploy and configure navigation modules.""" - global_planner = dimos.deploy(AstarPlanner) - local_planner = dimos.deploy(HolonomicLocalPlanner) - navigator = dimos.deploy( - BehaviorTreeNavigator, - reset_local_planner=local_planner.reset, - check_goal_reached=local_planner.is_goal_reached, - ) - frontier_explorer = dimos.deploy(WavefrontFrontierExplorer) + connection = deploy_connection(dimos, seek=8.5, duration=5, loop=True) + # navigation = deploy_navigation(dimos, connection) - navigator.goal.transport = LCMTransport("/navigation_goal", PoseStamped) - navigator.goal_request.transport = LCMTransport("/goal_request", PoseStamped) - navigator.goal_reached.transport = LCMTransport("/goal_reached", Bool) - navigator.navigation_state.transport = LCMTransport("/navigation_state", String) - navigator.global_costmap.transport = LCMTransport("/global_costmap", OccupancyGrid) - global_planner.path.transport = LCMTransport("/global_path", Path) - local_planner.cmd_vel.transport = LCMTransport("/cmd_vel", Vector3) - frontier_explorer.goal_request.transport = LCMTransport("/goal_request", PoseStamped) - frontier_explorer.goal_reached.transport = LCMTransport("/goal_reached", Bool) - frontier_explorer.explore_cmd.transport = LCMTransport("/explore_cmd", Bool) - frontier_explorer.stop_explore_cmd.transport = LCMTransport("/stop_explore_cmd", Bool) - - global_planner.target.connect(navigator.goal) - - global_planner.global_costmap.connect(mapper.global_costmap) - global_planner.odom.connect(connection.odom) - - local_planner.path.connect(global_planner.path) - local_planner.local_costmap.connect(mapper.local_costmap) - local_planner.odom.connect(connection.odom) - - connection.movecmd.connect(local_planner.cmd_vel) - - navigator.odom.connect(connection.odom) - - frontier_explorer.costmap.connect(mapper.global_costmap) - frontier_explorer.odometry.connect(connection.odom) - websocket_vis = dimos.deploy(WebsocketVisModule, port=7779) - websocket_vis.click_goal.transport = LCMTransport("/goal_request", PoseStamped) - - websocket_vis.robot_pose.connect(connection.odom) - websocket_vis.path.connect(global_planner.path) - websocket_vis.global_costmap.connect(mapper.global_costmap) - - mapper.start() - global_planner.start() - local_planner.start() - navigator.start() - websocket_vis.start() - - -class UnitreeGo2: - def __init__( - self, - ip: str, - connection_type: Optional[str] = "webrtc", - ): - dimos = start(3) - - foxglove_bridge = dimos.deploy(FoxgloveBridge) - foxglove_bridge.start() - - connection = dimos.deploy(ConnectionModule, ip, connection_type) - connection.lidar.transport = LCMTransport("/lidar", LidarMessage) - connection.odom.transport = LCMTransport("/odom", PoseStamped) - connection.video.transport = LCMTransport("/image", Image) - connection.movecmd.transport = LCMTransport("/cmd_vel", Vector3) - connection.camera_info.transport = LCMTransport("/camera_info", CameraInfo) - connection.start() - - connection.record("TESTRECORDING") - - detection = dimos.deploy(Detect2DModule) - detection.image.connect(connection.video) - detection.detections.transport = LCMTransport("/detections", Detection2DArrayFix) - detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) - detection.start() - - # deploy_navigation(dimos, connection) - - def stop(): ... - - -def main(): - lcm.autoconf() - robot = UnitreeGo2( - ip=os.getenv("ROBOT_IP"), connection_type=os.getenv("CONNECTION_TYPE", "fake") - ) + detection = dimos.deploy(Detect2DModule) + detection.image.connect(connection.video) + detection.detections.transport = LCMTransport("/detections", Detection2DArrayFix) + detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) + detection.start() try: while True: time.sleep(1) except KeyboardInterrupt: - robot.stop() + connection.stop() + # navigation.stop() + detection.stop() logger.info("Shutting down...") +def main(): + lcm.autoconf() + detection_unitree() + + if __name__ == "__main__": main() diff --git a/dimos/robot/unitree_webrtc/modular/navigation.py b/dimos/robot/unitree_webrtc/modular/navigation.py new file mode 100644 index 0000000000..7271e247d2 --- /dev/null +++ b/dimos/robot/unitree_webrtc/modular/navigation.py @@ -0,0 +1,84 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from dimos_lcm.std_msgs import Bool, String + +from dimos.core import LCMTransport +from dimos.msgs.geometry_msgs import PoseStamped, Vector3 +from dimos.msgs.nav_msgs import OccupancyGrid, Path +from dimos.navigation.bt_navigator.navigator import BehaviorTreeNavigator +from dimos.navigation.frontier_exploration import WavefrontFrontierExplorer +from dimos.navigation.global_planner import AstarPlanner +from dimos.navigation.local_planner.holonomic_local_planner import HolonomicLocalPlanner +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.map import Map +from dimos.web.websocket_vis.websocket_vis_module import WebsocketVisModule + + +def deploy_navigation(dimos, connection): + mapper = dimos.deploy(Map, voxel_size=0.5, cost_resolution=0.05, global_publish_interval=1.0) + mapper.lidar.connect(connection.lidar) + mapper.global_map.transport = LCMTransport("/global_map", LidarMessage) + mapper.global_costmap.transport = LCMTransport("/global_costmap", OccupancyGrid) + mapper.local_costmap.transport = LCMTransport("/local_costmap", OccupancyGrid) + + """Deploy and configure navigation modules.""" + global_planner = dimos.deploy(AstarPlanner) + local_planner = dimos.deploy(HolonomicLocalPlanner) + navigator = dimos.deploy( + BehaviorTreeNavigator, + reset_local_planner=local_planner.reset, + check_goal_reached=local_planner.is_goal_reached, + ) + frontier_explorer = dimos.deploy(WavefrontFrontierExplorer) + + navigator.goal.transport = LCMTransport("/navigation_goal", PoseStamped) + navigator.goal_request.transport = LCMTransport("/goal_request", PoseStamped) + navigator.goal_reached.transport = LCMTransport("/goal_reached", Bool) + navigator.navigation_state.transport = LCMTransport("/navigation_state", String) + navigator.global_costmap.transport = LCMTransport("/global_costmap", OccupancyGrid) + global_planner.path.transport = LCMTransport("/global_path", Path) + local_planner.cmd_vel.transport = LCMTransport("/cmd_vel", Vector3) + frontier_explorer.goal_request.transport = LCMTransport("/goal_request", PoseStamped) + frontier_explorer.goal_reached.transport = LCMTransport("/goal_reached", Bool) + frontier_explorer.explore_cmd.transport = LCMTransport("/explore_cmd", Bool) + frontier_explorer.stop_explore_cmd.transport = LCMTransport("/stop_explore_cmd", Bool) + + global_planner.target.connect(navigator.goal) + + global_planner.global_costmap.connect(mapper.global_costmap) + global_planner.odom.connect(connection.odom) + + local_planner.path.connect(global_planner.path) + local_planner.local_costmap.connect(mapper.local_costmap) + local_planner.odom.connect(connection.odom) + + connection.movecmd.connect(local_planner.cmd_vel) + + navigator.odom.connect(connection.odom) + + frontier_explorer.costmap.connect(mapper.global_costmap) + frontier_explorer.odometry.connect(connection.odom) + websocket_vis = dimos.deploy(WebsocketVisModule, port=7779) + websocket_vis.click_goal.transport = LCMTransport("/goal_request", PoseStamped) + + websocket_vis.robot_pose.connect(connection.odom) + websocket_vis.path.connect(global_planner.path) + websocket_vis.global_costmap.connect(mapper.global_costmap) + + mapper.start() + global_planner.start() + local_planner.start() + navigator.start() + websocket_vis.start() diff --git a/dimos/utils/test_testing.py b/dimos/utils/test_testing.py index bf69209617..abb5e0b5ba 100644 --- a/dimos/utils/test_testing.py +++ b/dimos/utils/test_testing.py @@ -16,8 +16,9 @@ import os import subprocess -from reactivex import operators as ops import reactivex as rx +from reactivex import operators as ops + from dimos.robot.unitree_webrtc.type.lidar import LidarMessage from dimos.robot.unitree_webrtc.type.odometry import Odometry from dimos.utils import testing @@ -43,7 +44,7 @@ def test_sensor_replay_cast(): def test_timed_sensor_replay(): - data = get_data("unitree_office_walk") + get_data("unitree_office_walk") odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) itermsgs = [] @@ -66,3 +67,137 @@ def test_timed_sensor_replay(): for i in range(10): print(itermsgs[i], timed_msgs[i]) assert itermsgs[i] == timed_msgs[i] + + +def test_iterate_ts_no_seek(): + """Test iterate_ts without seek (start_timestamp=None)""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # Test without seek + ts_msgs = [] + for ts, msg in odom_store.iterate_ts(): + ts_msgs.append((ts, msg)) + if len(ts_msgs) >= 5: + break + + assert len(ts_msgs) == 5 + # Check that we get tuples of (timestamp, data) + for ts, msg in ts_msgs: + assert isinstance(ts, float) + assert isinstance(msg, Odometry) + + +def test_iterate_ts_with_from_timestamp(): + """Test iterate_ts with from_timestamp (absolute timestamp)""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # First get all messages to find a good seek point + all_msgs = [] + for ts, msg in odom_store.iterate_ts(): + all_msgs.append((ts, msg)) + if len(all_msgs) >= 10: + break + + # Seek to timestamp of 5th message + seek_timestamp = all_msgs[4][0] + + # Test with from_timestamp + seeked_msgs = [] + for ts, msg in odom_store.iterate_ts(from_timestamp=seek_timestamp): + seeked_msgs.append((ts, msg)) + if len(seeked_msgs) >= 5: + break + + assert len(seeked_msgs) == 5 + # First message should be at or after seek timestamp + assert seeked_msgs[0][0] >= seek_timestamp + # Should match the data from position 5 onward + assert seeked_msgs[0][1] == all_msgs[4][1] + + +def test_iterate_ts_with_relative_seek(): + """Test iterate_ts with seek (relative seconds after first timestamp)""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # Get first few messages to understand timing + all_msgs = [] + for ts, msg in odom_store.iterate_ts(): + all_msgs.append((ts, msg)) + if len(all_msgs) >= 10: + break + + # Calculate relative seek time (e.g., 0.5 seconds after start) + first_ts = all_msgs[0][0] + seek_seconds = 0.5 + expected_start_ts = first_ts + seek_seconds + + # Test with relative seek + seeked_msgs = [] + for ts, msg in odom_store.iterate_ts(seek=seek_seconds): + seeked_msgs.append((ts, msg)) + if len(seeked_msgs) >= 5: + break + + # First message should be at or after expected timestamp + assert seeked_msgs[0][0] >= expected_start_ts + # Make sure we're actually skipping some messages + assert seeked_msgs[0][0] > first_ts + + +def test_stream_with_seek(): + """Test stream method with seek parameters""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # Test stream with relative seek + msgs_with_seek = [] + for msg in odom_store.stream(seek=0.2).pipe(ops.take(5), ops.to_list()).run(): + msgs_with_seek.append(msg) + + assert len(msgs_with_seek) == 5 + + # Test stream with from_timestamp + # First get a reference timestamp + first_msgs = [] + for msg in odom_store.stream().pipe(ops.take(3), ops.to_list()).run(): + first_msgs.append(msg) + + # Now test from_timestamp (would need actual timestamps from iterate_ts to properly test) + # This is a basic test to ensure the parameter is accepted + msgs_with_timestamp = [] + for msg in ( + odom_store.stream(from_timestamp=1000000000.0).pipe(ops.take(3), ops.to_list()).run() + ): + msgs_with_timestamp.append(msg) + + +def test_duration_with_loop(): + """Test duration parameter with looping in TimedSensorReplay""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # Collect timestamps from a small duration window + collected_ts = [] + duration = 0.3 # 300ms window + + # First pass: collect timestamps in the duration window + for ts, msg in odom_store.iterate_ts(duration=duration): + collected_ts.append(ts) + if len(collected_ts) >= 100: # Safety limit + break + + # Should have some messages but not too many + assert len(collected_ts) > 0 + assert len(collected_ts) < 20 # Assuming ~30Hz data + + # Test looping with duration - should repeat the same window + loop_count = 0 + prev_ts = None + + for ts, msg in odom_store.iterate_ts(duration=duration, loop=True): + if prev_ts is not None and ts < prev_ts: + # We've looped back to the beginning + loop_count += 1 + if loop_count >= 2: # Stop after 2 full loops + break + prev_ts = ts + + assert loop_count >= 2 # Verify we actually looped diff --git a/dimos/utils/testing.py b/dimos/utils/testing.py index b70b8ed71f..8ef3b23c0c 100644 --- a/dimos/utils/testing.py +++ b/dimos/utils/testing.py @@ -71,18 +71,28 @@ def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: return self.autocast(data) return data - def iterate(self) -> Iterator[Union[T, Any]]: + def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: pattern = os.path.join(self.root_dir, "*") - for file_path in sorted(glob.glob(pattern)): - yield self.load_one(Path(file_path)) + files = sorted(glob.glob(pattern)) - def stream(self, rate_hz: Optional[float] = None) -> Observable[Union[T, Any]]: + if not files: + return + + while True: + for file_path in files: + yield self.load_one(Path(file_path)) + if not loop: + break + + def stream( + self, rate_hz: Optional[float] = None, loop: bool = False + ) -> Observable[Union[T, Any]]: if rate_hz is None: - return from_iterable(self.iterate()) + return from_iterable(self.iterate(loop=loop)) sleep_time = 1.0 / rate_hz - return from_iterable(self.iterate()).pipe( + return from_iterable(self.iterate(loop=loop)).pipe( ops.zip(interval(sleep_time)), ops.map(lambda x: x[0] if isinstance(x, tuple) else x), ) @@ -171,19 +181,54 @@ def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: return (data[0], self.autocast(data[1])) return data - def iterate(self) -> Iterator[Union[T, Any]]: - return (x[1] for x in super().iterate()) - - def iterate_ts(self) -> Iterator[Union[Tuple[float, T], Any]]: - return super().iterate() - - def stream(self, speed=1.0) -> Observable[Union[T, Any]]: + def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: + return (x[1] for x in super().iterate(loop=loop)) + + def iterate_ts( + self, + seek: Optional[float] = None, + duration: Optional[float] = None, + from_timestamp: Optional[float] = None, + loop: bool = False, + ) -> Iterator[Union[Tuple[float, T], Any]]: + if (seek is not None) or (duration is not None): + try: + first_ts, first_data = next(super().iterate()) + except StopIteration: + return + + if seek is not None: + from_timestamp = first_ts + seek + + end_timestamp = None + if duration is not None: + end_timestamp = (from_timestamp if from_timestamp else first_ts) + duration + + while True: + for ts, data in super().iterate(): + if from_timestamp is None or ts >= from_timestamp: + if end_timestamp is not None and ts >= end_timestamp: + break + yield (ts, data) + if not loop: + break + + def stream( + self, + speed=1.0, + seek: Optional[float] = None, + duration: Optional[float] = None, + from_timestamp: Optional[float] = None, + loop: bool = False, + ) -> Observable[Union[T, Any]]: def _subscribe(observer, scheduler=None): from reactivex.disposable import CompositeDisposable, Disposable scheduler = scheduler or TimeoutScheduler() # default thread-based - iterator = self.iterate_ts() + iterator = self.iterate_ts( + seek=seek, duration=duration, from_timestamp=from_timestamp, loop=loop + ) try: prev_ts, first_data = next(iterator) From 67e20ea6a90dda3f56fff99965679d3c702b0ca7 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 17:51:01 +0300 Subject: [PATCH 02/44] sharpness window for image replay --- .../unitree_webrtc/modular/connection_module.py | 12 ++++++------ dimos/robot/unitree_webrtc/modular/ivan_unitree.py | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 9c8aafe7fd..e3998fcae2 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -29,8 +29,7 @@ from dimos.core import In, LCMTransport, Module, Out, rpc from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 -from dimos.msgs.sensor_msgs import Image -from dimos.msgs.sensor_msgs.Image import Image +from dimos.msgs.sensor_msgs.Image import Image, sharpness_window from dimos.msgs.std_msgs import Header from dimos.robot.foxglove_bridge import FoxgloveBridge from dimos.robot.unitree_webrtc.connection import UnitreeWebRTCConnection @@ -173,10 +172,11 @@ def attach_frame_id(image: Image) -> Image: int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) ) - # sharpness_window( - # 10, self.connection.video_stream().pipe(ops.map(attach_frame_id)) - # ).subscribe(image_pub) - self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) + sharpness_window( + 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) + ).subscribe(image_pub) + + # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) self.camera_info_stream().subscribe(self.camera_info.publish) self.movecmd.subscribe(self.connection.move) diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index e37a098fe3..71a672453e 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -29,7 +29,7 @@ def detection_unitree(): dimos = start(6) - connection = deploy_connection(dimos, seek=8.5, duration=5, loop=True) + connection = deploy_connection(dimos, seek=12, duration=2, loop=True) # navigation = deploy_navigation(dimos, connection) detection = dimos.deploy(Detect2DModule) From defd1a6612f2f4068ea1c829f274a7aa4fbcaf35 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 19:16:29 +0300 Subject: [PATCH 03/44] testing find frame, single frame test --- dimos/perception/detection2d/module.py | 3 +- dimos/robot/unitree_webrtc/modular/detect.py | 171 ++++++++++++++++++ .../robot/unitree_webrtc/modular/filename.pkl | Bin 0 -> 3329617 bytes .../unitree_webrtc/modular/ivan_unitree.py | 2 +- dimos/utils/test_testing.py | 69 +++++++ dimos/utils/testing.py | 77 +++++++- 6 files changed, 317 insertions(+), 5 deletions(-) create mode 100644 dimos/robot/unitree_webrtc/modular/detect.py create mode 100644 dimos/robot/unitree_webrtc/modular/filename.pkl diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 11ebeab86c..dccd1a0841 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -35,6 +35,7 @@ from dimos.core import In, Module, Out, rpc from dimos.msgs.sensor_msgs import Image from dimos.msgs.std_msgs import Header +from dimos.perception.detection2d.detic import Detic2DDetector from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector from dimos.types.timestamped import to_ros_stamp @@ -197,6 +198,7 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): if detector: self._detectorClass = detector super().__init__(*args, **kwargs) + self.detector = self._initDetector() def detect(self, image: Image) -> Detections: return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] @@ -204,7 +206,6 @@ def detect(self, image: Image) -> Detections: @rpc def start(self): # from dimos.activate_cuda import _init_cuda - self.detector = self._initDetector() detection_stream = self.image.observable().pipe(ops.map(self.detect)) detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) diff --git a/dimos/robot/unitree_webrtc/modular/detect.py b/dimos/robot/unitree_webrtc/modular/detect.py new file mode 100644 index 0000000000..911767b4a8 --- /dev/null +++ b/dimos/robot/unitree_webrtc/modular/detect.py @@ -0,0 +1,171 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import pickle + +from dimos.msgs.sensor_msgs import Image +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.odometry import Odometry + +image_resize_factor = 1 +originalwidth, originalheight = (1280, 720) + + +def broadcast( + timestamp: float, + lidar_frame: LidarMessage, + video_frame: Image, + odom_frame: Odometry, + detections, + annotations, +): + from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations + from dimos_lcm.sensor_msgs import CameraInfo + + from dimos.core import LCMTransport + from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 + from dimos.msgs.std_msgs import Header + from dimos.protocol.tf import TF + + def camera_info() -> CameraInfo: + fx, fy, cx, cy = list( + map( + lambda x: int(x / image_resize_factor), + [819.553492, 820.646595, 625.284099, 336.808987], + ) + ) + width, height = tuple( + map( + lambda x: int(x / image_resize_factor), + [originalwidth, originalheight], + ) + ) + + # Camera matrix K (3x3) + K = [fx, 0, cx, 0, fy, cy, 0, 0, 1] + + # No distortion coefficients for now + D = [0.0, 0.0, 0.0, 0.0, 0.0] + + # Identity rotation matrix + R = [1, 0, 0, 0, 1, 0, 0, 0, 1] + + # Projection matrix P (3x4) + P = [fx, 0, cx, 0, 0, fy, cy, 0, 0, 0, 1, 0] + + base_msg = { + "D_length": len(D), + "height": height, + "width": width, + "distortion_model": "plumb_bob", + "D": D, + "K": K, + "R": R, + "P": P, + "binning_x": 0, + "binning_y": 0, + } + + return CameraInfo( + **base_msg, + header=Header("camera_optical"), + ) + + lidar_transport = LCMTransport("/lidar", LidarMessage) + odom_transport = LCMTransport("/odom", PoseStamped) + video_transport = LCMTransport("/image", Image) + camera_info_transport = LCMTransport("/camera_info", CameraInfo) + + lidar_transport.broadcast(None, lidar_frame) + video_transport.broadcast(None, video_frame) + odom_transport.broadcast(None, odom_frame) + camera_info_transport.broadcast(None, camera_info()) + camera_link = Transform( + translation=Vector3(0.3, 0.0, 0.0), + rotation=Quaternion(0.0, 0.0, 0.0, 1.0), + frame_id="base_link", + child_frame_id="camera_link", + ts=timestamp, + ) + + camera_optical = Transform( + translation=Vector3(0.0, 0.0, 0.0), + rotation=Quaternion(-0.5, 0.5, -0.5, 0.5), + frame_id="camera_link", + child_frame_id="camera_optical", + ts=camera_link.ts, + ) + + tf = TF() + tf.publish( + Transform.from_pose("base_link", odom_frame), + camera_link, + camera_optical, + ) + + print(lidar_frame) + print(video_frame) + print(odom_frame) + video_transport = LCMTransport("/image", Image) + annotations_transport = LCMTransport("/annotations", ImageAnnotations) + annotations_transport.broadcast(None, annotations) + + +def process_data(): + from dimos.msgs.sensor_msgs import Image + from dimos.perception.detection2d.module import Detect2DModule, build_imageannotations + from dimos.robot.unitree_webrtc.type.lidar import LidarMessage + from dimos.robot.unitree_webrtc.type.odometry import Odometry + from dimos.utils.data import get_data + from dimos.utils.testing import TimedSensorReplay + + get_data("unitree_office_walk") + target = 1751591272.9654856 + lidar_store = TimedSensorReplay("unitree_office_walk/lidar", autocast=LidarMessage.from_msg) + video_store = TimedSensorReplay("unitree_office_walk/video", autocast=Image.from_numpy) + odom_store = TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + def attach_frame_id(image: Image) -> Image: + image.frame_id = "camera_optical" + return image + + lidar_frame = lidar_store.find_closest(target, tolerance=1) + video_frame = attach_frame_id(video_store.find_closest(target, tolerance=1)) + odom_frame = odom_store.find_closest(target, tolerance=1) + + detector = Detect2DModule() + detections = detector.detect(video_frame) + annotations = build_imageannotations(detections) + + data = (target, lidar_frame, video_frame, odom_frame, detections, annotations) + + with open("filename.pkl", "wb") as file: + pickle.dump(data, file) + + return data + + +def main(): + try: + with open("filename.pkl", "rb") as file: + data = pickle.load(file) + except FileNotFoundError: + print("Processing data and creating pickle file...") + data = process_data() + + print("LOADED") + broadcast(*data) + + +main() diff --git a/dimos/robot/unitree_webrtc/modular/filename.pkl b/dimos/robot/unitree_webrtc/modular/filename.pkl new file mode 100644 index 0000000000000000000000000000000000000000..4faee5d8f74d4a4806ebb88b9d00af59b4466d60 GIT binary patch literal 3329617 zcmZ_1%gb)(ou;>SKG;g1J8?*$CxOnS2yqW;kgzMsAdqtRAj4$Pb+S@Ls>_ATMd(35 zft)&c)(XTSgZdxz2kdVoLZd(n4B5m`2qD?RNLbpEb=cM+@_Vi8yIv`5%&-1T_^03d 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zaU6Cics2YxS)3Mza&SWxc&+qbXU;2J=eID+rhUdIf92uGP{_W5c~`9%S7Ip0_wlu+?kzbR?MMQR|J+;2bMKo*~ihm0sjX4 z8}P3$QwRLZpQsg3368A!%07JLl@uXG)^?ZU3k@3aR%~nF7j^^wby0A@zkDTS7l)!6 z%eQs(Yq>LTK>mdhxd?0QrvpE=T}lu5w=wztKlm3Wq+$pxkz-@O4ktbw{$)aNWtJ*9 zso(f#92}0TAjy%}i8J8e$&6SL$#?yufPVx2UCsJODkNpQ_KMT zf|aIkBm4sY7PGg&1pmTlXN2Fn{L98Ua|F*S>zii9yqFZ~6WJ0lQ5~4d! zCX`H$NhNCZTUtzs+hj}l=#MY7@B8?>yQwbP(XAy6 zGn6#C3@enYX6QC~*2&coF8^@+_4a=j?~()Ir9Cefe!A1SmpmWtym#f^|FcVQ^}~@wcFzp*v{FSX?!uaaHfNh#hI7JNpey zx2h@4^f5~vkPM$EYqB^O+mprV4Xl)9WN|tXD@CO{U5#hcr~In%25VfKZozj^3EG^r!_ejUi#GSl zJ6-aQ0(ZsVn2opIF4u`o)+e_2Xz@5+MVnl$G{H4-92pX4BGsbFaJcj9m-vep+-4Ci z)~Bnc={}=ExA4Bn?kf76Up3D__mw-}u9^fNC~F)~hfR{kAD54{>aXp@P^UNY%( Vg+=t= 2 # Verify we actually looped + + +def test_first_methods(): + """Test first() and first_timestamp() methods""" + # Test SensorReplay.first() + lidar_replay = testing.SensorReplay("office_lidar", autocast=LidarMessage.from_msg) + first_msg = lidar_replay.first() + assert first_msg is not None + assert isinstance(first_msg, LidarMessage) + + # Verify it's the same type as first item from iterate() + first_from_iterate = next(lidar_replay.iterate()) + assert type(first_msg) == type(first_from_iterate) + assert first_msg.ts == first_from_iterate.ts # Compare timestamps + + # Test TimedSensorReplay.first_timestamp() + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + first_ts = odom_store.first_timestamp() + assert first_ts is not None + assert isinstance(first_ts, float) + + # Verify it matches the timestamp from iterate_ts + ts_from_iterate, _ = next(odom_store.iterate_ts()) + assert first_ts == ts_from_iterate + + # Test that first() returns just the data + first_data = odom_store.first() + assert first_data is not None + assert isinstance(first_data, Odometry) + + +def test_find_closest(): + """Test find_closest method in TimedSensorReplay""" + odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) + + # Get some reference timestamps + timestamps = [] + for ts, msg in odom_store.iterate_ts(): + timestamps.append(ts) + if len(timestamps) >= 10: + break + + # Test exact match + target_ts = timestamps[5] + result = odom_store.find_closest(target_ts) + assert result is not None + assert isinstance(result, Odometry) + + # Test between timestamps + mid_ts = (timestamps[3] + timestamps[4]) / 2 + result = odom_store.find_closest(mid_ts) + assert result is not None + + # Test with tolerance + far_future = timestamps[-1] + 100.0 + result = odom_store.find_closest(far_future, tolerance=1.0) + assert result is None # Too far away + + result = odom_store.find_closest(timestamps[0] - 0.001, tolerance=0.01) + assert result is not None # Within tolerance + + # Test find_closest_seek + result = odom_store.find_closest_seek(0.5) # 0.5 seconds from start + assert result is not None + assert isinstance(result, Odometry) + + # Test with negative seek (before start) + result = odom_store.find_closest_seek(-1.0) + assert result is not None # Should still return closest (first frame) diff --git a/dimos/utils/testing.py b/dimos/utils/testing.py index 8ef3b23c0c..f7d66c479f 100644 --- a/dimos/utils/testing.py +++ b/dimos/utils/testing.py @@ -34,6 +34,7 @@ from reactivex.observable import Observable from reactivex.scheduler import TimeoutScheduler +from dimos.types.timestamped import Timestamped, TimestampedCollection from dimos.utils.data import _get_data_dir, get_data T = TypeVar("T") @@ -71,6 +72,12 @@ def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: return self.autocast(data) return data + def first(self) -> Optional[Union[T, Any]]: + try: + return next(self.iterate()) + except StopIteration: + return None + def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: pattern = os.path.join(self.root_dir, "*") files = sorted(glob.glob(pattern)) @@ -181,6 +188,70 @@ def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: return (data[0], self.autocast(data[1])) return data + def find_closest( + self, timestamp: float, tolerance: Optional[float] = None + ) -> Optional[Union[T, Any]]: + """Find the frame closest to the given timestamp. + + Args: + timestamp: The target timestamp to search for + tolerance: Optional maximum time difference allowed + + Returns: + The data frame closest to the timestamp, or None if no match within tolerance + """ + closest_data = None + closest_diff = float("inf") + + # Check frames before and after the timestamp + for ts, data in self.iterate_ts(): + diff = abs(ts - timestamp) + + if diff < closest_diff: + closest_diff = diff + closest_data = data + elif diff > closest_diff: + # We're moving away from the target, can stop + break + + if tolerance is not None and closest_diff > tolerance: + return None + + return closest_data + + def find_closest_seek( + self, relative_seconds: float, tolerance: Optional[float] = None + ) -> Optional[Union[T, Any]]: + """Find the frame closest to a time relative to the start. + + Args: + relative_seconds: Seconds from the start of the dataset + tolerance: Optional maximum time difference allowed + + Returns: + The data frame closest to the relative timestamp, or None if no match within tolerance + """ + # Get the first timestamp + first_ts = self.first_timestamp() + if first_ts is None: + return None + + # Calculate absolute timestamp and use find_closest + target_timestamp = first_ts + relative_seconds + return self.find_closest(target_timestamp, tolerance) + + def first_timestamp(self) -> Optional[float]: + """Get the timestamp of the first item in the dataset. + + Returns: + The first timestamp, or None if dataset is empty + """ + try: + ts, _ = next(self.iterate_ts()) + return ts + except StopIteration: + return None + def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: return (x[1] for x in super().iterate(loop=loop)) @@ -191,10 +262,10 @@ def iterate_ts( from_timestamp: Optional[float] = None, loop: bool = False, ) -> Iterator[Union[Tuple[float, T], Any]]: + first_ts = None if (seek is not None) or (duration is not None): - try: - first_ts, first_data = next(super().iterate()) - except StopIteration: + first_ts = self.first_timestamp() + if first_ts is None: return if seek is not None: From ef4cf41af91b2e29b2b7c6e2b064c811d9ba443f Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 19:52:19 +0300 Subject: [PATCH 04/44] transform/pointcloud fitler sketch --- dimos/protocol/tf/tf.py | 5 +- dimos/robot/unitree_webrtc/modular/detect.py | 144 +++++---- .../modular/filter_points_in_detection.py | 289 ++++++++++++++++++ 3 files changed, 368 insertions(+), 70 deletions(-) create mode 100644 dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py diff --git a/dimos/protocol/tf/tf.py b/dimos/protocol/tf/tf.py index 1c7bb32101..ff570b1d58 100644 --- a/dimos/protocol/tf/tf.py +++ b/dimos/protocol/tf/tf.py @@ -80,13 +80,12 @@ def __init__(self, buffer_size: float = 10.0): def add(self, transform: Transform) -> None: super().add(transform) - self._prune_old_transforms() + self._prune_old_transforms(transform.ts) - def _prune_old_transforms(self) -> None: + def _prune_old_transforms(self, current_time) -> None: if not self._items: return - current_time = time.time() cutoff_time = current_time - self.buffer_size while self._items and self._items[0].ts < cutoff_time: diff --git a/dimos/robot/unitree_webrtc/modular/detect.py b/dimos/robot/unitree_webrtc/modular/detect.py index 911767b4a8..f4664883d9 100644 --- a/dimos/robot/unitree_webrtc/modular/detect.py +++ b/dimos/robot/unitree_webrtc/modular/detect.py @@ -14,7 +14,10 @@ import pickle +from dimos_lcm.sensor_msgs import CameraInfo + from dimos.msgs.sensor_msgs import Image +from dimos.msgs.std_msgs import Header from dimos.robot.unitree_webrtc.type.lidar import LidarMessage from dimos.robot.unitree_webrtc.type.odometry import Odometry @@ -22,81 +25,62 @@ originalwidth, originalheight = (1280, 720) -def broadcast( - timestamp: float, - lidar_frame: LidarMessage, - video_frame: Image, - odom_frame: Odometry, - detections, - annotations, -): - from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations - from dimos_lcm.sensor_msgs import CameraInfo - - from dimos.core import LCMTransport - from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 - from dimos.msgs.std_msgs import Header - from dimos.protocol.tf import TF - - def camera_info() -> CameraInfo: - fx, fy, cx, cy = list( - map( - lambda x: int(x / image_resize_factor), - [819.553492, 820.646595, 625.284099, 336.808987], - ) +def camera_info() -> CameraInfo: + fx, fy, cx, cy = list( + map( + lambda x: int(x / image_resize_factor), + [819.553492, 820.646595, 625.284099, 336.808987], ) - width, height = tuple( - map( - lambda x: int(x / image_resize_factor), - [originalwidth, originalheight], - ) + ) + width, height = tuple( + map( + lambda x: int(x / image_resize_factor), + [originalwidth, originalheight], ) + ) - # Camera matrix K (3x3) - K = [fx, 0, cx, 0, fy, cy, 0, 0, 1] - - # No distortion coefficients for now - D = [0.0, 0.0, 0.0, 0.0, 0.0] - - # Identity rotation matrix - R = [1, 0, 0, 0, 1, 0, 0, 0, 1] - - # Projection matrix P (3x4) - P = [fx, 0, cx, 0, 0, fy, cy, 0, 0, 0, 1, 0] - - base_msg = { - "D_length": len(D), - "height": height, - "width": width, - "distortion_model": "plumb_bob", - "D": D, - "K": K, - "R": R, - "P": P, - "binning_x": 0, - "binning_y": 0, - } - - return CameraInfo( - **base_msg, - header=Header("camera_optical"), - ) + # Camera matrix K (3x3) + K = [fx, 0, cx, 0, fy, cy, 0, 0, 1] + + # No distortion coefficients for now + D = [0.0, 0.0, 0.0, 0.0, 0.0] + + # Identity rotation matrix + R = [1, 0, 0, 0, 1, 0, 0, 0, 1] + + # Projection matrix P (3x4) + P = [fx, 0, cx, 0, 0, fy, cy, 0, 0, 0, 1, 0] + + base_msg = { + "D_length": len(D), + "height": height, + "width": width, + "distortion_model": "plumb_bob", + "D": D, + "K": K, + "R": R, + "P": P, + "binning_x": 0, + "binning_y": 0, + } + + return CameraInfo( + **base_msg, + header=Header("camera_optical"), + ) - lidar_transport = LCMTransport("/lidar", LidarMessage) - odom_transport = LCMTransport("/odom", PoseStamped) - video_transport = LCMTransport("/image", Image) - camera_info_transport = LCMTransport("/camera_info", CameraInfo) - lidar_transport.broadcast(None, lidar_frame) - video_transport.broadcast(None, video_frame) - odom_transport.broadcast(None, odom_frame) - camera_info_transport.broadcast(None, camera_info()) +def transform_chain(odom_frame: Odometry) -> list: + from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 + from dimos.protocol.tf import TF + + print("TS IS", odom_frame.ts) camera_link = Transform( translation=Vector3(0.3, 0.0, 0.0), rotation=Quaternion(0.0, 0.0, 0.0, 1.0), frame_id="base_link", child_frame_id="camera_link", - ts=timestamp, + ts=odom_frame.ts, ) camera_optical = Transform( @@ -114,6 +98,34 @@ def camera_info() -> CameraInfo: camera_optical, ) + return tf + + +def broadcast( + timestamp: float, + lidar_frame: LidarMessage, + video_frame: Image, + odom_frame: Odometry, + detections, + annotations, +): + from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations + + from dimos.core import LCMTransport + from dimos.msgs.geometry_msgs import PoseStamped + + lidar_transport = LCMTransport("/lidar", LidarMessage) + odom_transport = LCMTransport("/odom", PoseStamped) + video_transport = LCMTransport("/image", Image) + camera_info_transport = LCMTransport("/camera_info", CameraInfo) + + lidar_transport.broadcast(None, lidar_frame) + video_transport.broadcast(None, video_frame) + odom_transport.broadcast(None, odom_frame) + camera_info_transport.broadcast(None, camera_info()) + + transform_chain(odom_frame) + print(lidar_frame) print(video_frame) print(odom_frame) @@ -163,8 +175,6 @@ def main(): except FileNotFoundError: print("Processing data and creating pickle file...") data = process_data() - - print("LOADED") broadcast(*data) diff --git a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py new file mode 100644 index 0000000000..34196feea0 --- /dev/null +++ b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py @@ -0,0 +1,289 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import pickle +from typing import List, Tuple + +import numpy as np +from dimos_lcm.sensor_msgs import CameraInfo + +from dimos.msgs.geometry_msgs import Transform +from dimos.msgs.sensor_msgs import Image, PointCloud2 +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.odometry import Odometry + + +def project_points_to_camera( + points_3d: np.ndarray, camera_matrix: np.ndarray, extrinsics: np.ndarray +) -> np.ndarray: + """Project 3D points to 2D camera coordinates. + + Args: + points_3d: Nx3 array of 3D points in base_link frame (in meters) + camera_matrix: 3x3 camera intrinsic matrix + extrinsics: 4x4 transformation matrix from base_link to camera_optical frame + + Returns: + Nx2 array of projected 2D points in pixels, valid_mask + """ + # Transform points from base_link to camera_optical frame + points_homogeneous = np.hstack([points_3d, np.ones((points_3d.shape[0], 1))]) + points_camera = (extrinsics @ points_homogeneous.T).T + + # Debug: print sample of 3D coordinates + print(f"Sample 3D points in base_link (first 5):") + print(points_3d[:5]) + print(f"Sample 3D points in camera frame (first 5):") + print(points_camera[:5, :3]) + + # Filter out points behind the camera + valid_mask = points_camera[:, 2] > 0 + points_camera = points_camera[valid_mask] + + # Project to 2D + points_2d_homogeneous = (camera_matrix @ points_camera[:, :3].T).T + points_2d = points_2d_homogeneous[:, :2] / points_2d_homogeneous[:, 2:3] + + print(f"Sample 2D points (first 5):") + print(points_2d[:5]) + + return points_2d, valid_mask + + +def filter_points_in_detections( + pointcloud: PointCloud2, + image: Image, + camera_info: CameraInfo, + detection_list: List, + world_to_camera_transform: np.ndarray, +) -> List[PointCloud2]: + """Filter lidar points that fall within detection bounding boxes. + + Args: + pointcloud: Input point cloud in its original frame + image: Camera image (for frame_id reference) + camera_info: Camera calibration information + detection_list: List of detections in format [bbox, track_id, class_id, confidence, names] + world_to_camera_transform: 4x4 transformation matrix from point cloud frame to camera_optical frame + + Returns: + List of PointCloud2 messages, one for each detection + """ + # Extract camera parameters from camera info + fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] + cy = camera_info.K[5] + image_width = camera_info.width + image_height = camera_info.height + + camera_matrix = np.array([[fx, 0, cx], [0, fy, cy], [0, 0, 1]]) + + # Convert pointcloud to numpy array + lidar_points = pointcloud.as_numpy() + # Project all points to camera frame + points_2d, valid_mask = project_points_to_camera( + lidar_points, camera_matrix, world_to_camera_transform + ) + valid_3d_points = lidar_points[valid_mask] + + print(f"Points after projection: {points_2d.shape[0]} (from {lidar_points.shape[0]})") + + # Filter points within image bounds + in_image_mask = ( + (points_2d[:, 0] >= 0) + & (points_2d[:, 0] < image_width) + & (points_2d[:, 1] >= 0) + & (points_2d[:, 1] < image_height) + ) + points_2d = points_2d[in_image_mask] + valid_3d_points = valid_3d_points[in_image_mask] + + print(f"Points within image bounds: {points_2d.shape[0]}") + if points_2d.shape[0] > 0: + print( + f"2D point range: X=[{points_2d[:, 0].min():.1f}, {points_2d[:, 0].max():.1f}], Y=[{points_2d[:, 1].min():.1f}, {points_2d[:, 1].max():.1f}]" + ) + + filtered_pointclouds = [] + + for detection in detection_list: + # Detection format: [bbox, track_id, class_id, confidence, names] + bbox, track_id, class_id, confidence, names = detection + x_min, y_min, x_max, y_max = bbox + + print(f" Detection bbox: X=[{x_min:.1f}, {x_max:.1f}], Y=[{y_min:.1f}, {y_max:.1f}]") + + # Check points in extended region for debugging + extended_mask = ( + (points_2d[:, 0] >= x_min - 50) + & (points_2d[:, 0] <= x_max + 50) + & (points_2d[:, 1] >= y_min - 50) + & (points_2d[:, 1] <= y_max + 50) + ) + print(f" Points near detection (±50px): {extended_mask.sum()}") + + # Show where those nearby points are + if extended_mask.sum() > 0: + nearby_points = points_2d[extended_mask] + print( + f" Nearby points X range: [{nearby_points[:, 0].min():.1f}, {nearby_points[:, 0].max():.1f}]" + ) + print( + f" Nearby points Y range: [{nearby_points[:, 1].min():.1f}, {nearby_points[:, 1].max():.1f}]" + ) + + # Find points within this detection box (with small margin for lidar sparsity) + margin = 5 # pixels + in_box_mask = ( + (points_2d[:, 0] >= x_min - margin) + & (points_2d[:, 0] <= x_max + margin) + & (points_2d[:, 1] >= y_min - margin) + & (points_2d[:, 1] <= y_max + margin) + ) + + detection_points = valid_3d_points[in_box_mask] + + # names might be a string or list + if isinstance(names, list): + class_name = ", ".join(names) if names else f"class_{class_id}" + else: + class_name = names if names else f"class_{class_id}" + print(f"Detection '{class_name}': {detection_points.shape[0]} points") + + # Create PointCloud2 message for this detection + if detection_points.shape[0] > 0: + detection_pointcloud = PointCloud2.from_array( + detection_points, + frame_id=pointcloud.frame_id, # Keep original frame + timestamp=pointcloud.ts, + ) + filtered_pointclouds.append(detection_pointcloud) + else: + filtered_pointclouds.append(None) + + return filtered_pointclouds + + +def quaternion_to_rotation_matrix(q): + """Convert quaternion (x,y,z,w) to 3x3 rotation matrix.""" + x, y, z, w = q + return np.array( + [ + [1 - 2 * (y * y + z * z), 2 * (x * y - z * w), 2 * (x * z + y * w)], + [2 * (x * y + z * w), 1 - 2 * (x * x + z * z), 2 * (y * z - x * w)], + [2 * (x * z - y * w), 2 * (y * z + x * w), 1 - 2 * (x * x + y * y)], + ] + ) + + +def transform_to_matrix(transform: Transform) -> np.ndarray: + """Convert a Transform object to a 4x4 transformation matrix.""" + # Convert quaternion to rotation matrix + q = transform.rotation + R = quaternion_to_rotation_matrix([q.x, q.y, q.z, q.w]) + + # Build 4x4 transformation matrix + T = np.eye(4) + T[:3, :3] = R + T[:3, 3] = [transform.translation.x, transform.translation.y, transform.translation.z] + + return T + + +def main(): + # Import detect.py's camera_info and transform_chain functions + from detect import camera_info, transform_chain + + # Load the pickled data + try: + with open("filename.pkl", "rb") as file: + timestamp, lidar_frame, video_frame, odom_frame, detections, annotations = pickle.load( + file + ) + except FileNotFoundError: + print("Run detect.py first to generate the data pickle file") + return + + # Import Transform utilities + from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 + + # Get camera info using detect.py's camera_info function + cam_info = camera_info() + tf = transform_chain(odom_frame) + from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 + + # Manually receive the transforms to ensure they're in the buffer + + # Get the transform from lidar frame to camera optical frame + # Lidar is in "world" frame, we need to transform to "camera_optical" + # Transform chain: world -> base_link -> camera_link -> camera_optical + + # Get individual transforms (no timestamp needed, will use latest) + world_to_optical_transform = tf.get("world", "camera_optical") + print("world to camera_optical transform:", world_to_optical_transform) + extrinsics = transform_to_matrix(world_to_optical_transform) + + # Extract detection list from the detection tuple + # detections is a tuple: [image, detection_list] + detection_list = detections[1] + print(f"Number of detections: {len(detection_list)}") + print(f"Lidar frame_id: {lidar_frame.frame_id}") + print(f"Image frame_id: {video_frame.frame_id}") + + # Convert lidar to PointCloud2 if needed + if isinstance(lidar_frame, LidarMessage): + lidar_pointcloud = lidar_frame # LidarMessage inherits from PointCloud2 + else: + lidar_pointcloud = lidar_frame + + # Filter points for each detection + filtered_pointclouds = filter_points_in_detections( + lidar_pointcloud, video_frame, cam_info, detection_list, extrinsics + ) + + # Publish filtered point clouds for each detection + from dimos.core import LCMTransport + from dimos.msgs.std_msgs import Header + + valid_pointclouds = [] + for i, (detection, pc) in enumerate(zip(detection_list, filtered_pointclouds)): + if pc is not None: + # Extract detection info + bbox, track_id, class_id, confidence, names = detection + # names might be a string or list + if isinstance(names, list): + class_name = ", ".join(names) if names else f"class_{class_id}" + else: + class_name = names if names else f"class_{class_id}" + + # Publish the filtered point cloud + transport = LCMTransport(f"/filtered_points_{class_name}_{i}", PointCloud2) + transport.broadcast(None, pc) + valid_pointclouds.append(pc) + + print(f"Published {pc.to_numpy().shape[0]} points for {class_name}") + + # Also create a combined point cloud with all filtered points + if valid_pointclouds: + # Combine all point arrays + all_points = np.vstack([pc.to_numpy() for pc in valid_pointclouds]) + combined_pointcloud = PointCloud2.from_array( + all_points, frame_id=lidar_pointcloud.frame_id, timestamp=timestamp + ) + combined_transport = LCMTransport("/filtered_points_combined", PointCloud2) + combined_transport.broadcast(None, combined_pointcloud) + print(f"Published combined point cloud with {all_points.shape[0]} points") + + +if __name__ == "__main__": + main() From 8c7949a18a21fbb66e231164900e3156b78432c2 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 20:07:10 +0300 Subject: [PATCH 05/44] working test --- .../modular/filter_points_in_detection.py | 90 ++++++++++++++++--- 1 file changed, 79 insertions(+), 11 deletions(-) diff --git a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py index 34196feea0..906247f3d3 100644 --- a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py +++ b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py @@ -24,8 +24,21 @@ from dimos.robot.unitree_webrtc.type.odometry import Odometry +def create_pointcloud2_from_numpy(points, frame_id, timestamp): + """Create PointCloud2 from numpy array of shape (N, 3).""" + import open3d as o3d + + pcd = o3d.geometry.PointCloud() + pcd.points = o3d.utility.Vector3dVector(points) + pc2 = PointCloud2(pointcloud=pcd, ts=timestamp, frame_id=frame_id) + return pc2 + + def project_points_to_camera( - points_3d: np.ndarray, camera_matrix: np.ndarray, extrinsics: np.ndarray + points_3d: np.ndarray, + camera_matrix: np.ndarray, + extrinsics: np.ndarray, + timestamp: float = None, ) -> np.ndarray: """Project 3D points to 2D camera coordinates. @@ -42,10 +55,35 @@ def project_points_to_camera( points_camera = (extrinsics @ points_homogeneous.T).T # Debug: print sample of 3D coordinates - print(f"Sample 3D points in base_link (first 5):") + print(f"Sample 3D points in world frame (first 5):") print(points_3d[:5]) - print(f"Sample 3D points in camera frame (first 5):") + print(f"Sample 3D points in camera optical frame (first 5):") print(points_camera[:5, :3]) + print(f" Note: In optical frame - X:right, Y:down, Z:forward") + + # Find points at reasonable heights (positive Y in optical frame means below camera) + reasonable_height_mask = (points_camera[:, 1] > -1.0) & (points_camera[:, 1] < 2.0) + print(f"Points at reasonable height (Y in [-1, 2]): {reasonable_height_mask.sum()}") + + # Broadcast the transformed pointcloud in camera_optical frame for debugging + from dimos.core import LCMTransport + + # First broadcast the original world frame points + world_pointcloud = create_pointcloud2_from_numpy( + points_3d, frame_id="world", timestamp=timestamp + ) + world_transport = LCMTransport("/debug_world_points", PointCloud2) + world_transport.broadcast(None, world_pointcloud) + print(f"Published world frame pointcloud with {points_3d.shape[0]} points") + + # Then broadcast the transformed camera optical frame points + camera_points_3d = points_camera[:, :3] + camera_pointcloud = create_pointcloud2_from_numpy( + camera_points_3d, frame_id="camera_optical", timestamp=timestamp + ) + debug_transport = LCMTransport("/debug_camera_optical_points", PointCloud2) + debug_transport.broadcast(None, camera_pointcloud) + print(f"Published camera optical frame pointcloud with {camera_points_3d.shape[0]} points") # Filter out points behind the camera valid_mask = points_camera[:, 2] > 0 @@ -91,10 +129,11 @@ def filter_points_in_detections( # Convert pointcloud to numpy array lidar_points = pointcloud.as_numpy() # Project all points to camera frame - points_2d, valid_mask = project_points_to_camera( - lidar_points, camera_matrix, world_to_camera_transform + points_2d_all, valid_mask = project_points_to_camera( + lidar_points, camera_matrix, world_to_camera_transform, pointcloud.ts ) valid_3d_points = lidar_points[valid_mask] + points_2d = points_2d_all.copy() print(f"Points after projection: {points_2d.shape[0]} (from {lidar_points.shape[0]})") @@ -113,6 +152,13 @@ def filter_points_in_detections( print( f"2D point range: X=[{points_2d[:, 0].min():.1f}, {points_2d[:, 0].max():.1f}], Y=[{points_2d[:, 1].min():.1f}, {points_2d[:, 1].max():.1f}]" ) + else: + # Show the range of all projected points before filtering + all_2d = points_2d_all[valid_mask] + print(f"All projected points range (before image bounds filter):") + print(f" X: [{all_2d[:, 0].min():.1f}, {all_2d[:, 0].max():.1f}]") + print(f" Y: [{all_2d[:, 1].min():.1f}, {all_2d[:, 1].max():.1f}]") + print(f" Image bounds: X=[0, {image_width}], Y=[0, {image_height}]") filtered_pointclouds = [] @@ -162,7 +208,7 @@ def filter_points_in_detections( # Create PointCloud2 message for this detection if detection_points.shape[0] > 0: - detection_pointcloud = PointCloud2.from_array( + detection_pointcloud = create_pointcloud2_from_numpy( detection_points, frame_id=pointcloud.frame_id, # Keep original frame timestamp=pointcloud.ts, @@ -197,6 +243,13 @@ def transform_to_matrix(transform: Transform) -> np.ndarray: T[:3, :3] = R T[:3, 3] = [transform.translation.x, transform.translation.y, transform.translation.z] + print(f"Transform {transform.frame_id} -> {transform.child_frame_id}:") + print( + f" Translation: [{transform.translation.x:.3f}, {transform.translation.y:.3f}, {transform.translation.z:.3f}]" + ) + print(f" Quaternion: [{q.x:.3f}, {q.y:.3f}, {q.z:.3f}, {q.w:.3f}]") + print(f" Matrix:\n{T}") + return T @@ -231,7 +284,21 @@ def main(): # Get individual transforms (no timestamp needed, will use latest) world_to_optical_transform = tf.get("world", "camera_optical") print("world to camera_optical transform:", world_to_optical_transform) - extrinsics = transform_to_matrix(world_to_optical_transform) + + # IMPORTANT: The transform from tf.get() represents the camera_optical frame in world coordinates + # To transform POINTS from world to camera_optical, we need the INVERSE transform! + world_to_optical_inverse = world_to_optical_transform.inverse() + print("INVERSE transform for points:", world_to_optical_inverse) + + # Debug: Also get and print intermediate transforms + world_to_base = tf.get("world", "base_link") + base_to_camera = tf.get("base_link", "camera_link") + camera_to_optical = tf.get("camera_link", "camera_optical") + print(f"world->base: {world_to_base}") + print(f"base->camera: {base_to_camera}") + print(f"camera->optical: {camera_to_optical}") + + extrinsics = transform_to_matrix(world_to_optical_inverse) # Extract detection list from the detection tuple # detections is a tuple: [image, detection_list] @@ -246,7 +313,8 @@ def main(): else: lidar_pointcloud = lidar_frame - # Filter points for each detection + # Filter points for each detection using the original transform + # But let's see what happens filtered_pointclouds = filter_points_in_detections( lidar_pointcloud, video_frame, cam_info, detection_list, extrinsics ) @@ -271,13 +339,13 @@ def main(): transport.broadcast(None, pc) valid_pointclouds.append(pc) - print(f"Published {pc.to_numpy().shape[0]} points for {class_name}") + print(f"Published {pc.as_numpy().shape[0]} points for {class_name}") # Also create a combined point cloud with all filtered points if valid_pointclouds: # Combine all point arrays - all_points = np.vstack([pc.to_numpy() for pc in valid_pointclouds]) - combined_pointcloud = PointCloud2.from_array( + all_points = np.vstack([pc.as_numpy() for pc in valid_pointclouds]) + combined_pointcloud = create_pointcloud2_from_numpy( all_points, frame_id=lidar_pointcloud.frame_id, timestamp=timestamp ) combined_transport = LCMTransport("/filtered_points_combined", PointCloud2) From 433be3bb3fdbb741afdd07a4a49323ff827ec561 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 20:18:31 +0300 Subject: [PATCH 06/44] pointcloud2 from_numpy --- dimos/msgs/sensor_msgs/PointCloud2.py | 20 ++++++++- .../modular/filter_points_in_detection.py | 45 ++++++------------- 2 files changed, 33 insertions(+), 32 deletions(-) diff --git a/dimos/msgs/sensor_msgs/PointCloud2.py b/dimos/msgs/sensor_msgs/PointCloud2.py index 2238b31025..0369440cf0 100644 --- a/dimos/msgs/sensor_msgs/PointCloud2.py +++ b/dimos/msgs/sensor_msgs/PointCloud2.py @@ -38,13 +38,31 @@ class PointCloud2(Timestamped): def __init__( self, pointcloud: o3d.geometry.PointCloud = None, - frame_id: str = "", + frame_id: str = "world", ts: Optional[float] = None, ): self.ts = ts if ts is not None else time.time() self.pointcloud = pointcloud if pointcloud is not None else o3d.geometry.PointCloud() self.frame_id = frame_id + @classmethod + def from_numpy( + cls, points: np.ndarray, frame_id: str = "world", timestamp: Optional[float] = None + ) -> PointCloud2: + """Create PointCloud2 from numpy array of shape (N, 3). + + Args: + points: Nx3 numpy array of 3D points + frame_id: Frame ID for the point cloud + timestamp: Timestamp for the point cloud (defaults to current time) + + Returns: + PointCloud2 instance + """ + pcd = o3d.geometry.PointCloud() + pcd.points = o3d.utility.Vector3dVector(points) + return cls(pointcloud=pcd, ts=timestamp, frame_id=frame_id) + # TODO what's the usual storage here? is it already numpy? def as_numpy(self) -> np.ndarray: """Get points as numpy array.""" diff --git a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py index 906247f3d3..2ce0edd757 100644 --- a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py +++ b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py @@ -24,16 +24,6 @@ from dimos.robot.unitree_webrtc.type.odometry import Odometry -def create_pointcloud2_from_numpy(points, frame_id, timestamp): - """Create PointCloud2 from numpy array of shape (N, 3).""" - import open3d as o3d - - pcd = o3d.geometry.PointCloud() - pcd.points = o3d.utility.Vector3dVector(points) - pc2 = PointCloud2(pointcloud=pcd, ts=timestamp, frame_id=frame_id) - return pc2 - - def project_points_to_camera( points_3d: np.ndarray, camera_matrix: np.ndarray, @@ -69,16 +59,14 @@ def project_points_to_camera( from dimos.core import LCMTransport # First broadcast the original world frame points - world_pointcloud = create_pointcloud2_from_numpy( - points_3d, frame_id="world", timestamp=timestamp - ) + world_pointcloud = PointCloud2.from_numpy(points_3d, frame_id="world", timestamp=timestamp) world_transport = LCMTransport("/debug_world_points", PointCloud2) world_transport.broadcast(None, world_pointcloud) print(f"Published world frame pointcloud with {points_3d.shape[0]} points") # Then broadcast the transformed camera optical frame points camera_points_3d = points_camera[:, :3] - camera_pointcloud = create_pointcloud2_from_numpy( + camera_pointcloud = PointCloud2.from_numpy( camera_points_3d, frame_id="camera_optical", timestamp=timestamp ) debug_transport = LCMTransport("/debug_camera_optical_points", PointCloud2) @@ -208,7 +196,7 @@ def filter_points_in_detections( # Create PointCloud2 message for this detection if detection_points.shape[0] > 0: - detection_pointcloud = create_pointcloud2_from_numpy( + detection_pointcloud = PointCloud2.from_numpy( detection_points, frame_id=pointcloud.frame_id, # Keep original frame timestamp=pointcloud.ts, @@ -273,23 +261,11 @@ def main(): # Get camera info using detect.py's camera_info function cam_info = camera_info() tf = transform_chain(odom_frame) - from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 - - # Manually receive the transforms to ensure they're in the buffer - - # Get the transform from lidar frame to camera optical frame - # Lidar is in "world" frame, we need to transform to "camera_optical" - # Transform chain: world -> base_link -> camera_link -> camera_optical # Get individual transforms (no timestamp needed, will use latest) - world_to_optical_transform = tf.get("world", "camera_optical") + world_to_optical_transform = tf.get("camera_optical", "world") print("world to camera_optical transform:", world_to_optical_transform) - # IMPORTANT: The transform from tf.get() represents the camera_optical frame in world coordinates - # To transform POINTS from world to camera_optical, we need the INVERSE transform! - world_to_optical_inverse = world_to_optical_transform.inverse() - print("INVERSE transform for points:", world_to_optical_inverse) - # Debug: Also get and print intermediate transforms world_to_base = tf.get("world", "base_link") base_to_camera = tf.get("base_link", "camera_link") @@ -298,7 +274,7 @@ def main(): print(f"base->camera: {base_to_camera}") print(f"camera->optical: {camera_to_optical}") - extrinsics = transform_to_matrix(world_to_optical_inverse) + extrinsics = transform_to_matrix(world_to_optical_transform) # Extract detection list from the detection tuple # detections is a tuple: [image, detection_list] @@ -321,7 +297,6 @@ def main(): # Publish filtered point clouds for each detection from dimos.core import LCMTransport - from dimos.msgs.std_msgs import Header valid_pointclouds = [] for i, (detection, pc) in enumerate(zip(detection_list, filtered_pointclouds)): @@ -344,8 +319,16 @@ def main(): # Also create a combined point cloud with all filtered points if valid_pointclouds: # Combine all point arrays + print(f"Valid pointclouds to combine: {len(valid_pointclouds)}") + for i, pc in enumerate(valid_pointclouds): + print(f" Pointcloud {i}: {pc.as_numpy().shape[0]} points") + all_points = np.vstack([pc.as_numpy() for pc in valid_pointclouds]) - combined_pointcloud = create_pointcloud2_from_numpy( + print(f"Combined points shape: {all_points.shape}") + print(f"Sample combined points (first 5):") + print(all_points[:5]) + + combined_pointcloud = PointCloud2.from_numpy( all_points, frame_id=lidar_pointcloud.frame_id, timestamp=timestamp ) combined_transport = LCMTransport("/filtered_points_combined", PointCloud2) From c7f55dd80b371f54748e43470838c0b7d4b39819 Mon Sep 17 00:00:00 2001 From: lesh Date: Thu, 28 Aug 2025 21:31:44 +0300 Subject: [PATCH 07/44] detection experiments --- dimos/perception/detection2d/__init__.py | 6 +- dimos/perception/detection2d/module.py | 217 +++++++++++++++++- .../modular/filter_points_in_detection.py | 8 - .../unitree_webrtc/modular/ivan_unitree.py | 19 +- .../unitree_webrtc/modular/navigation.py | 2 + 5 files changed, 235 insertions(+), 17 deletions(-) diff --git a/dimos/perception/detection2d/__init__.py b/dimos/perception/detection2d/__init__.py index cf61822d7f..c7f56f70c7 100644 --- a/dimos/perception/detection2d/__init__.py +++ b/dimos/perception/detection2d/__init__.py @@ -1,3 +1,7 @@ -from dimos.perception.detection2d.module import Detect2DModule, Detection2DArrayFix +from dimos.perception.detection2d.module import ( + Detect2DModule, + Detection2DArrayFix, + DetectionPointcloud, +) from dimos.perception.detection2d.utils import * from dimos.perception.detection2d.yolo_2d_det import * diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index dccd1a0841..b63d4f6185 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -12,8 +12,10 @@ # See the License for the specific language governing permissions and # limitations under the License. import functools +import time from typing import Any, Callable, List, Optional, Tuple +import numpy as np from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( ImageAnnotations, @@ -21,6 +23,7 @@ TextAnnotation, ) from dimos_lcm.foxglove_msgs.Point2 import Point2 +from dimos_lcm.sensor_msgs import CameraInfo from dimos_lcm.vision_msgs import ( BoundingBox2D, Detection2D, @@ -33,10 +36,11 @@ from reactivex import operators as ops from dimos.core import In, Module, Out, rpc -from dimos.msgs.sensor_msgs import Image +from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header from dimos.perception.detection2d.detic import Detic2DDetector from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector +from dimos.protocol.tf.tf import TF from dimos.types.timestamped import to_ros_stamp @@ -195,16 +199,56 @@ class Detect2DModule(Module): _initDetector = Yolo2DDetector def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): + super().__init__(*args, **kwargs) if detector: self._detectorClass = detector - super().__init__(*args, **kwargs) self.detector = self._initDetector() def detect(self, image: Image) -> Detections: return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] + @functools.cache + def detection_stream(self): + # from dimos.activate_cuda import _init_cuda + detection_stream = self.image.observable().pipe(ops.map(self.detect)) + + detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) + detection_stream.pipe( + ops.filter(lambda x: len(x) != 0), ops.map(build_detection2d_array) + ).subscribe(self.detections.publish) + + return detection_stream + @rpc def start(self): + self.detection_stream() + + @rpc + def stop(self): ... + + +class DetectionPointcloud(Module): + camera_info: In[CameraInfo] = None + pointcloud: In[PointCloud2] = None + filtered_pointcloud: Out[PointCloud2] = None + image: In[Image] = None + detections: Out[Detection2DArrayFix] = None + annotations: Out[ImageAnnotations] = None + + # _initDetector = Detic2DDetector + _initDetector = Yolo2DDetector + + def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): + super().__init__(*args, **kwargs) + if detector: + self._detectorClass = detector + self.detector = self._initDetector() + + def detect(self, image: Image) -> Detections: + return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] + + @functools.cache + def detection_stream(self): # from dimos.activate_cuda import _init_cuda detection_stream = self.image.observable().pipe(ops.map(self.detect)) @@ -213,5 +257,172 @@ def start(self): ops.filter(lambda x: len(x) != 0), ops.map(build_detection2d_array) ).subscribe(self.detections.publish) + return detection_stream + + def project_points_to_camera( + self, + points_3d: np.ndarray, + camera_matrix: np.ndarray, + extrinsics: np.ndarray, + ) -> Tuple[np.ndarray, np.ndarray]: + """Project 3D points to 2D camera coordinates.""" + # Transform points from world to camera_optical frame + points_homogeneous = np.hstack([points_3d, np.ones((points_3d.shape[0], 1))]) + points_camera = (extrinsics @ points_homogeneous.T).T + + # Filter out points behind the camera + valid_mask = points_camera[:, 2] > 0 + points_camera = points_camera[valid_mask] + + # Project to 2D + points_2d_homogeneous = (camera_matrix @ points_camera[:, :3].T).T + points_2d = points_2d_homogeneous[:, :2] / points_2d_homogeneous[:, 2:3] + + return points_2d, valid_mask + + def transform_to_matrix(self, transform) -> np.ndarray: + """Convert a Transform object to a 4x4 transformation matrix.""" + # Build rotation matrix from quaternion + q = transform.rotation + x, y, z, w = q.x, q.y, q.z, q.w + + R = np.array( + [ + [1 - 2 * (y * y + z * z), 2 * (x * y - z * w), 2 * (x * z + y * w)], + [2 * (x * y + z * w), 1 - 2 * (x * x + z * z), 2 * (y * z - x * w)], + [2 * (x * z - y * w), 2 * (y * z + x * w), 1 - 2 * (x * x + y * y)], + ] + ) + + # Build 4x4 transformation matrix + T = np.eye(4) + T[:3, :3] = R + T[:3, 3] = [transform.translation.x, transform.translation.y, transform.translation.z] + + return T + + def filter_points_in_detections( + self, + pointcloud: PointCloud2, + image: Image, + camera_info: CameraInfo, + detection_list: List[Detection], + world_to_camera_transform: np.ndarray, + ) -> List[PointCloud2]: + """Filter lidar points that fall within detection bounding boxes.""" + # Extract camera parameters + fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] + cy = camera_info.K[5] + image_width = camera_info.width + image_height = camera_info.height + + camera_matrix = np.array([[fx, 0, cx], [0, fy, cy], [0, 0, 1]]) + + # Convert pointcloud to numpy array + lidar_points = pointcloud.as_numpy() + + # Project all points to camera frame + points_2d_all, valid_mask = self.project_points_to_camera( + lidar_points, camera_matrix, world_to_camera_transform + ) + valid_3d_points = lidar_points[valid_mask] + points_2d = points_2d_all.copy() + + # Filter points within image bounds + in_image_mask = ( + (points_2d[:, 0] >= 0) + & (points_2d[:, 0] < image_width) + & (points_2d[:, 1] >= 0) + & (points_2d[:, 1] < image_height) + ) + points_2d = points_2d[in_image_mask] + valid_3d_points = valid_3d_points[in_image_mask] + + filtered_pointclouds = [] + + for detection in detection_list: + # Detection format: [bbox, track_id, class_id, confidence, names] + bbox, track_id, class_id, confidence, names = detection + x_min, y_min, x_max, y_max = bbox + + # Find points within this detection box (with small margin) + margin = 5 # pixels + in_box_mask = ( + (points_2d[:, 0] >= x_min - margin) + & (points_2d[:, 0] <= x_max + margin) + & (points_2d[:, 1] >= y_min - margin) + & (points_2d[:, 1] <= y_max + margin) + ) + + detection_points = valid_3d_points[in_box_mask] + + # Create PointCloud2 message for this detection + if detection_points.shape[0] > 0: + detection_pointcloud = PointCloud2.from_numpy( + detection_points, + frame_id=pointcloud.frame_id, + timestamp=pointcloud.ts, + ) + filtered_pointclouds.append(detection_pointcloud) + else: + filtered_pointclouds.append(None) + + return filtered_pointclouds + + def combine_pointclouds(self, pointcloud_list: List[PointCloud2]) -> PointCloud2: + """Combine multiple pointclouds into a single one.""" + # Filter out None values + valid_pointclouds = [pc for pc in pointcloud_list if pc is not None] + + if not valid_pointclouds: + # Return empty pointcloud if no valid pointclouds + return PointCloud2.from_numpy( + np.array([]).reshape(0, 3), frame_id="world", timestamp=time.time() + ) + + # Combine all point arrays + all_points = np.vstack([pc.as_numpy() for pc in valid_pointclouds]) + + # Use frame_id and timestamp from first pointcloud + combined_pointcloud = PointCloud2.from_numpy( + all_points, + frame_id=valid_pointclouds[0].frame_id, + timestamp=valid_pointclouds[0].ts, + ) + + return combined_pointcloud + + def process_frame(self, data): + """Process a single frame with image, pointcloud, camera info and detections.""" + detections, pointcloud, camera_info = data + + # Get transform + world_to_optical_transform = self.tf.get("camera_optical", "world") + if world_to_optical_transform is None: + return None + + extrinsics = self.transform_to_matrix(world_to_optical_transform) + + # Filter pointcloud based on detections + image = detections[0] # Extract image from detection tuple + detection_list = detections[1] # Extract detection list from tuple + filtered_pcs = self.filter_points_in_detections( + pointcloud, image, camera_info, detection_list, extrinsics + ) + + # Combine all filtered pointclouds into one + combined_pc = self.combine_pointclouds(filtered_pcs) + + return combined_pc + @rpc - def stop(self): ... + def start(self): + # Combine detection stream with pointcloud and camera_info + combined_stream = self.detection_stream().pipe( + ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), + ops.map(self.process_frame), + ops.filter(lambda x: x is not None), + ) + + # Output combined filtered pointcloud + combined_stream.subscribe(self.filtered_pointcloud.publish) diff --git a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py index 2ce0edd757..fce10fb801 100644 --- a/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py +++ b/dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py @@ -266,14 +266,6 @@ def main(): world_to_optical_transform = tf.get("camera_optical", "world") print("world to camera_optical transform:", world_to_optical_transform) - # Debug: Also get and print intermediate transforms - world_to_base = tf.get("world", "base_link") - base_to_camera = tf.get("base_link", "camera_link") - camera_to_optical = tf.get("camera_link", "camera_optical") - print(f"world->base: {world_to_base}") - print(f"base->camera: {base_to_camera}") - print(f"camera->optical: {camera_to_optical}") - extrinsics = transform_to_matrix(world_to_optical_transform) # Extract detection list from the detection tuple diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index dd7aa81bf2..87f824bde5 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -16,9 +16,12 @@ import time from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations +from dimos_lcm.sensor_msgs import CameraInfo from dimos.core import LCMTransport, start -from dimos.perception.detection2d import Detect2DModule, Detection2DArrayFix +from dimos.msgs.sensor_msgs import PointCloud2 +from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud +from dimos.perception.detection2d.module import DetectionPointcloud from dimos.protocol.pubsub import lcm from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation from dimos.utils.logging_config import setup_logger @@ -29,13 +32,19 @@ def detection_unitree(): dimos = start(6) - connection = deploy_connection(dimos, seek=11, duration=3, loop=True) - # navigation = deploy_navigation(dimos, connection) + connection = deploy_connection(dimos, loop=False, speed=0.2) + mapper = deploy_navigation(dimos, connection) + + detection = dimos.deploy(DetectionPointcloud) - detection = dimos.deploy(Detect2DModule) detection.image.connect(connection.video) + detection.camera_info.connect(connection.camera_info) + detection.pointcloud.connect(mapper.global_map) + detection.detections.transport = LCMTransport("/detections", Detection2DArrayFix) detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) + detection.filtered_pointcloud.transport = LCMTransport("/filtered_pointcloud", PointCloud2) + detection.start() try: @@ -43,7 +52,7 @@ def detection_unitree(): time.sleep(1) except KeyboardInterrupt: connection.stop() - # navigation.stop() + mapper.stop() detection.stop() logger.info("Shutting down...") diff --git a/dimos/robot/unitree_webrtc/modular/navigation.py b/dimos/robot/unitree_webrtc/modular/navigation.py index 7271e247d2..8ceaf0e195 100644 --- a/dimos/robot/unitree_webrtc/modular/navigation.py +++ b/dimos/robot/unitree_webrtc/modular/navigation.py @@ -82,3 +82,5 @@ def deploy_navigation(dimos, connection): local_planner.start() navigator.start() websocket_vis.start() + + return mapper From a59062351eabdb3d3c419b3971fbb3717daaa02a Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 10:43:26 -0700 Subject: [PATCH 08/44] single frame module test --- dimos/perception/detection2d/module.py | 43 ++++++++----------- .../modular/connection_module.py | 34 +++++++-------- 2 files changed, 35 insertions(+), 42 deletions(-) diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index b63d4f6185..83cfa0d8e0 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -36,9 +36,11 @@ from reactivex import operators as ops from dimos.core import In, Module, Out, rpc +from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header -from dimos.perception.detection2d.detic import Detic2DDetector + +# from dimos.perception.detection2d.detic import Detic2DDetector from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector from dimos.protocol.tf.tf import TF from dimos.types.timestamped import to_ros_stamp @@ -204,13 +206,13 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self._detectorClass = detector self.detector = self._initDetector() - def detect(self, image: Image) -> Detections: + def process_frame(self, image: Image) -> Detections: return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] @functools.cache def detection_stream(self): # from dimos.activate_cuda import _init_cuda - detection_stream = self.image.observable().pipe(ops.map(self.detect)) + detection_stream = self.image.observable().pipe(ops.map(self.process_frame)) detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) detection_stream.pipe( @@ -227,7 +229,7 @@ def start(self): def stop(self): ... -class DetectionPointcloud(Module): +class DetectionPointcloud(Detect2DModule): camera_info: In[CameraInfo] = None pointcloud: In[PointCloud2] = None filtered_pointcloud: Out[PointCloud2] = None @@ -235,15 +237,6 @@ class DetectionPointcloud(Module): detections: Out[Detection2DArrayFix] = None annotations: Out[ImageAnnotations] = None - # _initDetector = Detic2DDetector - _initDetector = Yolo2DDetector - - def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): - super().__init__(*args, **kwargs) - if detector: - self._detectorClass = detector - self.detector = self._initDetector() - def detect(self, image: Image) -> Detections: return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] @@ -392,20 +385,20 @@ def combine_pointclouds(self, pointcloud_list: List[PointCloud2]) -> PointCloud2 return combined_pointcloud - def process_frame(self, data): - """Process a single frame with image, pointcloud, camera info and detections.""" - detections, pointcloud, camera_info = data - - # Get transform - world_to_optical_transform = self.tf.get("camera_optical", "world") - if world_to_optical_transform is None: - return None - - extrinsics = self.transform_to_matrix(world_to_optical_transform) + def process_frame( + self, + image: Image, + pointcloud: PointCloud2, + camera_info: CameraInfo, + transform: Transform, + ): + detections = super().process_frame(image) + extrinsics = self.transform_to_matrix(transform) # Filter pointcloud based on detections image = detections[0] # Extract image from detection tuple detection_list = detections[1] # Extract detection list from tuple + filtered_pcs = self.filter_points_in_detections( pointcloud, image, camera_info, detection_list, extrinsics ) @@ -413,14 +406,14 @@ def process_frame(self, data): # Combine all filtered pointclouds into one combined_pc = self.combine_pointclouds(filtered_pcs) - return combined_pc + return [image, detection_list, combined_pc] @rpc def start(self): # Combine detection stream with pointcloud and camera_info combined_stream = self.detection_stream().pipe( ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), - ops.map(self.process_frame), + ops.map(lambda data: self.process_frame(*data, self.tf.get("camera_optical", "world"))), ops.filter(lambda x: x is not None), ) diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index e3998fcae2..73aaf73749 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -20,7 +20,7 @@ import os import time import warnings -from typing import Optional +from typing import List, Optional import reactivex as rx from dimos_lcm.sensor_msgs import CameraInfo @@ -180,9 +180,8 @@ def attach_frame_id(image: Image) -> Image: self.camera_info_stream().subscribe(self.camera_info.publish) self.movecmd.subscribe(self.connection.move) - def _publish_tf(self, msg): - self.odom.publish(msg) - + @classmethod + def _odom_to_tf(self, odom: PoseStamped) -> List[Transform]: camera_link = Transform( translation=Vector3(0.3, 0.0, 0.0), rotation=Quaternion(0.0, 0.0, 0.0, 1.0), @@ -199,11 +198,15 @@ def _publish_tf(self, msg): ts=camera_link.ts, ) - self.tf.publish( - Transform.from_pose("base_link", msg), + return [ + Transform.from_pose("base_link", odom), camera_link, camera_optical, - ) + ] + + def _publish_tf(self, msg): + self.odom.publish(msg) + self.tf.publish(**self._odom_to_tf(msg)) @rpc def publish_request(self, topic: str, data: dict): @@ -216,8 +219,8 @@ def publish_request(self, topic: str, data: dict): """ return self.connection.publish_request(topic, data) - @functools.cache - def camera_info_stream(self) -> Observable[CameraInfo]: + @classmethod + def _camera_info(self) -> Out[CameraInfo]: fx, fy, cx, cy = list( map( lambda x: int(x / image_resize_factor), @@ -256,14 +259,11 @@ def camera_info_stream(self) -> Observable[CameraInfo]: "binning_y": 0, } - return rx.interval(1).pipe( - ops.map( - lambda x: CameraInfo( - **base_msg, - header=Header("camera_optical"), - ) - ) - ) + return CameraInfo(**base_msg, header=Header("camera_optical")) + + @functools.cache + def camera_info_stream(self) -> Observable[CameraInfo]: + return rx.interval(1).pipe(ops.map(lambda _: self._camera_info())) def deploy_connection(dimos, **kwargs): From 311d01d2aa8a409615331ae9cb548d2dfc05aeaf Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 10:50:31 -0700 Subject: [PATCH 09/44] detection module single frame test --- dimos/perception/detection2d/module.py | 6 +- dimos/perception/detection2d/test_module.py | 113 ++++++++++++++++++++ 2 files changed, 116 insertions(+), 3 deletions(-) create mode 100644 dimos/perception/detection2d/test_module.py diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 83cfa0d8e0..e301722d0c 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -399,14 +399,14 @@ def process_frame( image = detections[0] # Extract image from detection tuple detection_list = detections[1] # Extract detection list from tuple - filtered_pcs = self.filter_points_in_detections( + separate_pcs = self.filter_points_in_detections( pointcloud, image, camera_info, detection_list, extrinsics ) # Combine all filtered pointclouds into one - combined_pc = self.combine_pointclouds(filtered_pcs) + combined_pc = self.combine_pointclouds(separate_pcs) - return [image, detection_list, combined_pc] + return [image, detection_list, separate_pcs, combined_pc] @rpc def start(self): diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py new file mode 100644 index 0000000000..0c5c0abbcc --- /dev/null +++ b/dimos/perception/detection2d/test_module.py @@ -0,0 +1,113 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import pytest +from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations +from dimos_lcm.sensor_msgs import CameraInfo + +from dimos.core.transport import LCMTransport +from dimos.msgs.sensor_msgs import PointCloud2 +from dimos.msgs.sensor_msgs.Image import Image +from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud +from dimos.perception.detection2d.module import DetectionPointcloud, build_imageannotations +from dimos.protocol.service import lcmservice as lcm +from dimos.protocol.tf import TF +from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.odometry import Odometry +from dimos.utils.data import get_data +from dimos.utils.testing import TimedSensorReplay + + +@pytest.fixture +def moment(): + data_dir = "unitree_office_walk" + get_data(data_dir) + + seek_seconds = 55.0 + + lidar_frame = TimedSensorReplay( + f"{data_dir}/lidar", autocast=LidarMessage.from_msg + ).find_closest_seek(seek_seconds) + + image_frame = TimedSensorReplay( + f"{data_dir}/video", autocast=Image.from_numpy + ).find_closest_seek(seek_seconds) + + odom_frame = TimedSensorReplay( + f"{data_dir}/odom", autocast=Odometry.from_msg + ).find_closest_seek(seek_seconds) + + transforms = ConnectionModule._odom_to_tf(odom_frame) + + return [ + odom_frame, + lidar_frame, + image_frame, + ConnectionModule._camera_info(), + transforms, + ] + + +def publish_lcm( + lidar_frame: LidarMessage, + image_frame: Image, + odom_frame, + camera_info, + annotations, + detected_pc: list[PointCloud2], +): + lidar_frame_transport = LCMTransport("/lidar", LidarMessage) + lidar_frame_transport.broadcast(None, lidar_frame) + + image_frame_transport = LCMTransport("/image", Image) + image_frame_transport.broadcast(None, image_frame) + + odom_frame_transport = LCMTransport("/odom", Odometry) + odom_frame_transport.broadcast(None, odom_frame) + + camera_info_transport = LCMTransport("/camera_info", CameraInfo) + camera_info_transport.broadcast(None, camera_info) + + for idx, detection in enumerate(detected_pc): + detected_pointcloud_transport = LCMTransport(f"/detected_{idx}", PointCloud2) + detected_pointcloud_transport.broadcast(None, detection) + + annotations_transport = LCMTransport("/annotations", ImageAnnotations) + annotations_transport.broadcast(None, annotations) + + +def test_basic(moment): + lcm.autoconf() + tf = TF() + odom_frame, lidar_frame, image_frame, camera_info, transforms = moment + tf.publish(*transforms) + + print("Published transforms:", *transforms) + + camera_transform = tf.get("camera_optical", "world") + + detector = DetectionPointcloud() + [image_frame, detections, separate_detections_pointcloud, detections_pointcloud] = ( + detector.process_frame(image_frame, lidar_frame, camera_info, camera_transform) + ) + + publish_lcm( + lidar_frame, + image_frame, + odom_frame, + camera_info, + build_imageannotations([image_frame, detections]), + separate_detections_pointcloud, + ) From 89264dbdba564a1847d7b79244bc8b9cbf04a39e Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 11:03:39 -0700 Subject: [PATCH 10/44] transform to matrix, small cleanup --- dimos/core/stream.py | 3 ++ dimos/msgs/geometry_msgs/Transform.py | 31 ++++++++++++++++++++ dimos/perception/detection2d/module.py | 32 ++++----------------- dimos/perception/detection2d/test_module.py | 16 +++++------ 4 files changed, 47 insertions(+), 35 deletions(-) diff --git a/dimos/core/stream.py b/dimos/core/stream.py index fe835f8f5a..fab190e07f 100644 --- a/dimos/core/stream.py +++ b/dimos/core/stream.py @@ -79,6 +79,9 @@ class Transport(ObservableMixin[T]): # used by local Output def broadcast(self, selfstream: Out[T], value: T): ... + def publish(self, msg: T): + self.broadcast(None, msg) + # used by local Input def subscribe(self, selfstream: In[T], callback: Callable[[T], any]) -> None: ... diff --git a/dimos/msgs/geometry_msgs/Transform.py b/dimos/msgs/geometry_msgs/Transform.py index a47c58337c..60695f702d 100644 --- a/dimos/msgs/geometry_msgs/Transform.py +++ b/dimos/msgs/geometry_msgs/Transform.py @@ -192,6 +192,37 @@ def to_pose(self) -> "PoseStamped": frame_id=self.frame_id, ) + def to_matrix(self) -> "np.ndarray": + """Convert Transform to a 4x4 transformation matrix. + + Returns a homogeneous transformation matrix that represents both + the rotation and translation of this transform. + + Returns: + np.ndarray: A 4x4 homogeneous transformation matrix + """ + import numpy as np + + # Extract quaternion components + x, y, z, w = self.rotation.x, self.rotation.y, self.rotation.z, self.rotation.w + + # Build rotation matrix from quaternion using standard formula + # This avoids numerical issues compared to converting to axis-angle first + rotation_matrix = np.array( + [ + [1 - 2 * (y * y + z * z), 2 * (x * y - z * w), 2 * (x * z + y * w)], + [2 * (x * y + z * w), 1 - 2 * (x * x + z * z), 2 * (y * z - x * w)], + [2 * (x * z - y * w), 2 * (y * z + x * w), 1 - 2 * (x * x + y * y)], + ] + ) + + # Build 4x4 homogeneous transformation matrix + matrix = np.eye(4) + matrix[:3, :3] = rotation_matrix + matrix[:3, 3] = [self.translation.x, self.translation.y, self.translation.z] + + return matrix + def lcm_encode(self) -> bytes: # we get a circular import otherwise from dimos.msgs.tf2_msgs.TFMessage import TFMessage diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index e301722d0c..17126cac3f 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -256,12 +256,13 @@ def project_points_to_camera( self, points_3d: np.ndarray, camera_matrix: np.ndarray, - extrinsics: np.ndarray, + extrinsics: Transform, ) -> Tuple[np.ndarray, np.ndarray]: """Project 3D points to 2D camera coordinates.""" # Transform points from world to camera_optical frame points_homogeneous = np.hstack([points_3d, np.ones((points_3d.shape[0], 1))]) - points_camera = (extrinsics @ points_homogeneous.T).T + extrinsics_matrix = extrinsics.to_matrix() + points_camera = (extrinsics_matrix @ points_homogeneous.T).T # Filter out points behind the camera valid_mask = points_camera[:, 2] > 0 @@ -273,34 +274,13 @@ def project_points_to_camera( return points_2d, valid_mask - def transform_to_matrix(self, transform) -> np.ndarray: - """Convert a Transform object to a 4x4 transformation matrix.""" - # Build rotation matrix from quaternion - q = transform.rotation - x, y, z, w = q.x, q.y, q.z, q.w - - R = np.array( - [ - [1 - 2 * (y * y + z * z), 2 * (x * y - z * w), 2 * (x * z + y * w)], - [2 * (x * y + z * w), 1 - 2 * (x * x + z * z), 2 * (y * z - x * w)], - [2 * (x * z - y * w), 2 * (y * z + x * w), 1 - 2 * (x * x + y * y)], - ] - ) - - # Build 4x4 transformation matrix - T = np.eye(4) - T[:3, :3] = R - T[:3, 3] = [transform.translation.x, transform.translation.y, transform.translation.z] - - return T - def filter_points_in_detections( self, pointcloud: PointCloud2, image: Image, camera_info: CameraInfo, detection_list: List[Detection], - world_to_camera_transform: np.ndarray, + world_to_camera_transform: Transform, ) -> List[PointCloud2]: """Filter lidar points that fall within detection bounding boxes.""" # Extract camera parameters @@ -393,14 +373,12 @@ def process_frame( transform: Transform, ): detections = super().process_frame(image) - extrinsics = self.transform_to_matrix(transform) - # Filter pointcloud based on detections image = detections[0] # Extract image from detection tuple detection_list = detections[1] # Extract detection list from tuple separate_pcs = self.filter_points_in_detections( - pointcloud, image, camera_info, detection_list, extrinsics + pointcloud, image, camera_info, detection_list, transform ) # Combine all filtered pointclouds into one diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 0c5c0abbcc..87633868ee 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -69,23 +69,23 @@ def publish_lcm( detected_pc: list[PointCloud2], ): lidar_frame_transport = LCMTransport("/lidar", LidarMessage) - lidar_frame_transport.broadcast(None, lidar_frame) + lidar_frame_transport.publish(lidar_frame) image_frame_transport = LCMTransport("/image", Image) - image_frame_transport.broadcast(None, image_frame) + image_frame_transport.publish(image_frame) odom_frame_transport = LCMTransport("/odom", Odometry) - odom_frame_transport.broadcast(None, odom_frame) + odom_frame_transport.publish(odom_frame) camera_info_transport = LCMTransport("/camera_info", CameraInfo) - camera_info_transport.broadcast(None, camera_info) + camera_info_transport.publish(camera_info) for idx, detection in enumerate(detected_pc): detected_pointcloud_transport = LCMTransport(f"/detected_{idx}", PointCloud2) - detected_pointcloud_transport.broadcast(None, detection) + detected_pointcloud_transport.publish(detection) annotations_transport = LCMTransport("/annotations", ImageAnnotations) - annotations_transport.broadcast(None, annotations) + annotations_transport.publish(annotations) def test_basic(moment): @@ -94,8 +94,6 @@ def test_basic(moment): odom_frame, lidar_frame, image_frame, camera_info, transforms = moment tf.publish(*transforms) - print("Published transforms:", *transforms) - camera_transform = tf.get("camera_optical", "world") detector = DetectionPointcloud() @@ -111,3 +109,5 @@ def test_basic(moment): build_imageannotations([image_frame, detections]), separate_detections_pointcloud, ) + + print("detections:\n", "\n".join(map(str, separate_detections_pointcloud))) From 5cac758c2790294276c5ac4d378a7f12ca18c236 Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 11:22:12 -0700 Subject: [PATCH 11/44] statistical cleanup --- dimos/msgs/sensor_msgs/PointCloud2.py | 72 ++++++++++++++++++++++++++ dimos/perception/detection2d/module.py | 17 +++++- 2 files changed, 87 insertions(+), 2 deletions(-) diff --git a/dimos/msgs/sensor_msgs/PointCloud2.py b/dimos/msgs/sensor_msgs/PointCloud2.py index 0369440cf0..7d2bd16c5b 100644 --- a/dimos/msgs/sensor_msgs/PointCloud2.py +++ b/dimos/msgs/sensor_msgs/PointCloud2.py @@ -226,6 +226,78 @@ def __len__(self) -> int: """Return number of points.""" return len(self.pointcloud.points) + def filter_by_height( + self, + min_height: Optional[float] = None, + max_height: Optional[float] = None, + ) -> "PointCloud2": + """Filter points based on their height (z-coordinate). + + This method creates a new PointCloud2 containing only points within the specified + height range. All metadata (frame_id, timestamp) is preserved. + + Args: + min_height: Optional minimum height threshold. Points with z < min_height are filtered out. + If None, no lower limit is applied. + max_height: Optional maximum height threshold. Points with z > max_height are filtered out. + If None, no upper limit is applied. + + Returns: + New PointCloud2 instance containing only the filtered points. + + Raises: + ValueError: If both min_height and max_height are None (no filtering would occur). + + Example: + # Remove ground points below 0.1m height + filtered_pc = pointcloud.filter_by_height(min_height=0.1) + + # Keep only points between ground level and 2m height + filtered_pc = pointcloud.filter_by_height(min_height=0.0, max_height=2.0) + + # Remove points above 1.5m (e.g., ceiling) + filtered_pc = pointcloud.filter_by_height(max_height=1.5) + """ + # Validate that at least one threshold is provided + if min_height is None and max_height is None: + raise ValueError("At least one of min_height or max_height must be specified") + + # Get points as numpy array + points = self.as_numpy() + + if len(points) == 0: + # Empty pointcloud - return a copy + return PointCloud2( + pointcloud=o3d.geometry.PointCloud(), + frame_id=self.frame_id, + ts=self.ts, + ) + + # Extract z-coordinates (height values) - column index 2 + heights = points[:, 2] + + # Create boolean mask for filtering based on height thresholds + # Start with all True values + mask = np.ones(len(points), dtype=bool) + + # Apply minimum height filter if specified + if min_height is not None: + mask &= heights >= min_height + + # Apply maximum height filter if specified + if max_height is not None: + mask &= heights <= max_height + + # Apply mask to filter points + filtered_points = points[mask] + + # Create new PointCloud2 with filtered points + return PointCloud2.from_numpy( + points=filtered_points, + frame_id=self.frame_id, + timestamp=self.ts, + ) + def __repr__(self) -> str: """String representation.""" return f"PointCloud(points={len(self)}, frame_id='{self.frame_id}', ts={self.ts})" diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 17126cac3f..2341da4c27 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -365,6 +365,13 @@ def combine_pointclouds(self, pointcloud_list: List[PointCloud2]) -> PointCloud2 return combined_pointcloud + def filter_pc(self, pc: PointCloud2) -> PointCloud2: + height = pc.filter_by_height(-0.05) + statistical = height.pointcloud.remove_statistical_outlier(nb_neighbors=20, std_ratio=2.0)[ + 0 + ] + return PointCloud2(statistical, pc.frame_id, pc.ts) + def process_frame( self, image: Image, @@ -377,10 +384,16 @@ def process_frame( image = detections[0] # Extract image from detection tuple detection_list = detections[1] # Extract detection list from tuple - separate_pcs = self.filter_points_in_detections( - pointcloud, image, camera_info, detection_list, transform + separate_pcs = list( + map( + self.filter_pc, + self.filter_points_in_detections( + pointcloud, image, camera_info, detection_list, transform + ), + ) ) + print(separate_pcs) # Combine all filtered pointclouds into one combined_pc = self.combine_pointclouds(separate_pcs) From dd291170176ff27cf1a81921d0dd426f72c83682 Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 12:47:51 -0700 Subject: [PATCH 12/44] general hidden point filtering --- dimos/perception/detection2d/module.py | 14 ++-- dimos/perception/detection2d/test_module.py | 89 +++++++++++++++++++-- 2 files changed, 92 insertions(+), 11 deletions(-) diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 2341da4c27..2b5a190697 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import functools +import pickle import time from typing import Any, Callable, List, Optional, Tuple @@ -365,13 +366,15 @@ def combine_pointclouds(self, pointcloud_list: List[PointCloud2]) -> PointCloud2 return combined_pointcloud - def filter_pc(self, pc: PointCloud2) -> PointCloud2: + def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: height = pc.filter_by_height(-0.05) - statistical = height.pointcloud.remove_statistical_outlier(nb_neighbors=20, std_ratio=2.0)[ - 0 - ] + statistical, _ = height.pointcloud.remove_statistical_outlier( + nb_neighbors=20, std_ratio=2.0 + ) return PointCloud2(statistical, pc.frame_id, pc.ts) + def raycast(self, transform: Transform, pc: PointCloud2): ... + def process_frame( self, image: Image, @@ -386,14 +389,13 @@ def process_frame( separate_pcs = list( map( - self.filter_pc, + self.cleanup_pointcloud, self.filter_points_in_detections( pointcloud, image, camera_info, detection_list, transform ), ) ) - print(separate_pcs) # Combine all filtered pointclouds into one combined_pc = self.combine_pointclouds(separate_pcs) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 87633868ee..8f74b50c84 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -12,11 +12,15 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os +import pickle + import pytest from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations from dimos_lcm.sensor_msgs import CameraInfo from dimos.core.transport import LCMTransport +from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import PointCloud2 from dimos.msgs.sensor_msgs.Image import Image from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud @@ -29,6 +33,10 @@ from dimos.utils.data import get_data from dimos.utils.testing import TimedSensorReplay +# Global path for the detection result pickle file +TEST_DIR = os.path.dirname(__file__) +DETECTION_RESULT_PKL = os.path.join(TEST_DIR, "detection_result.pkl") + @pytest.fixture def moment(): @@ -60,6 +68,12 @@ def moment(): ] +def publish_detected_pc(detected_pc: list[PointCloud2]): + for idx, detection in enumerate(detected_pc): + detected_pointcloud_transport = LCMTransport(f"/detected_{idx}", PointCloud2) + detected_pointcloud_transport.publish(detection) + + def publish_lcm( lidar_frame: LidarMessage, image_frame: Image, @@ -80,18 +94,16 @@ def publish_lcm( camera_info_transport = LCMTransport("/camera_info", CameraInfo) camera_info_transport.publish(camera_info) - for idx, detection in enumerate(detected_pc): - detected_pointcloud_transport = LCMTransport(f"/detected_{idx}", PointCloud2) - detected_pointcloud_transport.publish(detection) - annotations_transport = LCMTransport("/annotations", ImageAnnotations) annotations_transport.publish(annotations) + publish_detected_pc(detected_pc) + def test_basic(moment): lcm.autoconf() - tf = TF() odom_frame, lidar_frame, image_frame, camera_info, transforms = moment + tf = TF() tf.publish(*transforms) camera_transform = tf.get("camera_optical", "world") @@ -101,6 +113,12 @@ def test_basic(moment): detector.process_frame(image_frame, lidar_frame, camera_info, camera_transform) ) + detection_result = [separate_detections_pointcloud, camera_transform] + + # Assuming you have your detection_result object + with open(DETECTION_RESULT_PKL, "wb") as f: + pickle.dump(detection_result, f) + publish_lcm( lidar_frame, image_frame, @@ -111,3 +129,64 @@ def test_basic(moment): ) print("detections:\n", "\n".join(map(str, separate_detections_pointcloud))) + + +# from https://www.open3d.org/docs/release/python_api/open3d.geometry.PointCloud.html +# +# hidden_point_removal(self: open3d.geometry.PointCloud, camera_location: numpy.ndarray[numpy.float64[3, 1]], radius: float) → tuple[open3d.geometry.TriangleMesh, list[int]] +# Removes hidden points from a point cloud and returns a mesh of the remaining points. Based on Katz et al. ‘Direct Visibility of Point Sets’, 2007. Additional information about the choice of radius for noisy point clouds can be found in Mehra et. al. ‘Visibility of Noisy Point Cloud Data’, 2010. +# Parameters: +# camera_location (numpy.ndarray[numpy.float64[3, 1]]) – All points not visible from that location will be removed +# radius (float) – The radius of the sperical projection +# Returns: +# tuple[open3d.geometry.TriangleMesh, list[int]] + + +def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: float = 100.0): + """Remove points not visible from camera location. + + Args: + camera_transform: Transform from camera to world frame + pc: PointCloud2 in world frame + radius: Radius for spherical projection (default 1000.0) + + Returns: + PointCloud2 with only visible points + """ + import numpy as np + import open3d as o3d + + # Get camera position in world frame + camera_position = camera_transform.translation + print(f"Camera position: {camera_position}") + + # Convert to numpy array for open3d + camera_pos_np = camera_position.to_numpy().reshape(3, 1) + + # Get the point cloud + pcd = pc.pointcloud + print(f"Input point cloud has {len(pcd.points)} points") + + # Perform hidden point removal + _, visible_indices = pcd.hidden_point_removal(camera_pos_np, radius) + + print(f"Visible points: {len(visible_indices)} out of {len(pcd.points)}") + + # Create new point cloud with only visible points + visible_pcd = pcd.select_by_index(visible_indices) + + return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) + + +def test_hidden_removal(): + lcm.autoconf() + + with open(DETECTION_RESULT_PKL, "rb") as f: + detections, camera_transform = pickle.load(f) + + cast_detections = [] + + for detection in detections: + cast_detections.append(hidden_point_removal(camera_transform, detection)) + + publish_detected_pc(cast_detections) From 9ed3292eb405827e3fe710084d610deae48f7876 Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 13:16:06 -0700 Subject: [PATCH 13/44] raycast tests --- dimos/perception/detection2d/test_module.py | 66 +++++++++++++++++++-- 1 file changed, 61 insertions(+), 5 deletions(-) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 8f74b50c84..df79bb09ee 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -146,9 +146,9 @@ def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: f """Remove points not visible from camera location. Args: - camera_transform: Transform from camera to world frame + camera_transform: Transform from world to camera_optical frame (will be inverted) pc: PointCloud2 in world frame - radius: Radius for spherical projection (default 1000.0) + radius: Radius for spherical projection (default 100.0) Returns: PointCloud2 with only visible points @@ -156,9 +156,11 @@ def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: f import numpy as np import open3d as o3d - # Get camera position in world frame - camera_position = camera_transform.translation - print(f"Camera position: {camera_position}") + # Invert transform to get camera position in world frame + # The input transform is world->camera_optical, we need camera_optical->world + camera_to_world = camera_transform.inverse() + camera_position = camera_to_world.translation + print(f"Camera position in world: {camera_position}") # Convert to numpy array for open3d camera_pos_np = camera_position.to_numpy().reshape(3, 1) @@ -178,6 +180,60 @@ def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: f return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) +def test_camera_position(): + """Test to inspect camera position values.""" + with open(DETECTION_RESULT_PKL, "rb") as f: + detections, camera_transform = pickle.load(f) + + print("\n=== Camera Transform Debug ===") + print(f"Full transform: {camera_transform}") + print(f"Translation vector: {camera_transform.translation}") + + # Test if we need to invert the transform + # If this is actually world->camera_optical, we need to invert it + try: + # Try to invert the transform + inverted = camera_transform.inverse() + print(f"\nInverted transform translation: {inverted.translation}") + print(f"Inverted X: {inverted.translation.x}") + print(f"Inverted Y: {inverted.translation.y}") + print(f"Inverted Z: {inverted.translation.z}") + except: + print("Could not invert transform") + + # Check first detection point cloud + if detections: + first_pc = detections[0] + points = first_pc.pointcloud.points + print(f"\nFirst detection has {len(points)} points") + if len(points) > 0: + import numpy as np + + points_np = np.asarray(points) + print(f"Point cloud bounds:") + print(f" X: [{points_np[:, 0].min():.3f}, {points_np[:, 0].max():.3f}]") + print(f" Y: [{points_np[:, 1].min():.3f}, {points_np[:, 1].max():.3f}]") + print(f" Z: [{points_np[:, 2].min():.3f}, {points_np[:, 2].max():.3f}]") + + # Test both interpretations + print("\nIf transform is camera_optical->world:") + camera_pos = camera_transform.translation.to_numpy() + distances = np.linalg.norm(points_np - camera_pos, axis=1) + print(f" Distance to points: {distances.min():.1f}-{distances.max():.1f}m") + + try: + print("\nIf transform is world->camera_optical (need inverse):") + inv_pos = inverted.translation.to_numpy() + distances_inv = np.linalg.norm(points_np - inv_pos, axis=1) + print( + f" Distance to points: {distances_inv.min():.1f}-{distances_inv.max():.1f}m" + ) + except: + pass + + print("==============================\n") + + def test_hidden_removal(): lcm.autoconf() From 4220e9435e430ca355a3b7da92f6758f604ca54f Mon Sep 17 00:00:00 2001 From: lesh Date: Sun, 14 Sep 2025 14:29:07 -0700 Subject: [PATCH 14/44] checkpoint --- dimos/perception/detection2d/module.py | 45 ++++++--- dimos/perception/detection2d/test_module.py | 98 ++----------------- .../modular/connection_module.py | 2 +- 3 files changed, 41 insertions(+), 104 deletions(-) diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 2b5a190697..b542732323 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -208,6 +208,7 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self.detector = self._initDetector() def process_frame(self, image: Image) -> Detections: + print("Processing frame for detection", image) return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] @functools.cache @@ -366,6 +367,21 @@ def combine_pointclouds(self, pointcloud_list: List[PointCloud2]) -> PointCloud2 return combined_pointcloud + def hidden_point_removal( + self, camera_transform: Transform, pc: PointCloud2, radius: float = 100.0 + ): + camera_position = camera_transform.inverse().translation + camera_pos_np = camera_position.to_numpy().reshape(3, 1) + + pcd = pc.pointcloud + try: + _, visible_indices = pcd.hidden_point_removal(camera_pos_np, radius) + visible_pcd = pcd.select_by_index(visible_indices) + + return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) + except Exception as e: + return pc + def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: height = pc.filter_by_height(-0.05) statistical, _ = height.pointcloud.remove_statistical_outlier( @@ -373,8 +389,6 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: ) return PointCloud2(statistical, pc.frame_id, pc.ts) - def raycast(self, transform: Transform, pc: PointCloud2): ... - def process_frame( self, image: Image, @@ -382,19 +396,22 @@ def process_frame( camera_info: CameraInfo, transform: Transform, ): - detections = super().process_frame(image) + if not transform: + return None + image, detection_list = detections + print("Processing frame for detection with pointcloud", image) # Filter pointcloud based on detections - image = detections[0] # Extract image from detection tuple - detection_list = detections[1] # Extract detection list from tuple - separate_pcs = list( - map( - self.cleanup_pointcloud, - self.filter_points_in_detections( - pointcloud, image, camera_info, detection_list, transform - ), - ) - ) + separate_pcs = [] + for pc in self.filter_points_in_detections( + pointcloud, image, camera_info, detection_list, transform + ): + if pc is None: + continue + pc = self.hidden_point_removal(transform, self.cleanup_pointcloud(pc)) + if pc is None: + continue + separate_pcs.append(pc) # Combine all filtered pointclouds into one combined_pc = self.combine_pointclouds(separate_pcs) @@ -411,4 +428,4 @@ def start(self): ) # Output combined filtered pointcloud - combined_stream.subscribe(self.filtered_pointcloud.publish) + combined_stream.pipe(ops.map(lambda x: x[3])).subscribe(self.filtered_pointcloud.publish) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index df79bb09ee..a221ca8066 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -43,19 +43,19 @@ def moment(): data_dir = "unitree_office_walk" get_data(data_dir) - seek_seconds = 55.0 + target_timestamp = 1751591272.9654856 lidar_frame = TimedSensorReplay( f"{data_dir}/lidar", autocast=LidarMessage.from_msg - ).find_closest_seek(seek_seconds) + ).find_closest(target_timestamp) - image_frame = TimedSensorReplay( - f"{data_dir}/video", autocast=Image.from_numpy - ).find_closest_seek(seek_seconds) + image_frame = TimedSensorReplay(f"{data_dir}/video", autocast=Image.from_numpy).find_closest( + target_timestamp + ) - odom_frame = TimedSensorReplay( - f"{data_dir}/odom", autocast=Odometry.from_msg - ).find_closest_seek(seek_seconds) + odom_frame = TimedSensorReplay(f"{data_dir}/odom", autocast=Odometry.from_msg).find_closest( + target_timestamp + ) transforms = ConnectionModule._odom_to_tf(odom_frame) @@ -143,97 +143,17 @@ def test_basic(moment): def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: float = 100.0): - """Remove points not visible from camera location. - - Args: - camera_transform: Transform from world to camera_optical frame (will be inverted) - pc: PointCloud2 in world frame - radius: Radius for spherical projection (default 100.0) - - Returns: - PointCloud2 with only visible points - """ - import numpy as np - import open3d as o3d - - # Invert transform to get camera position in world frame - # The input transform is world->camera_optical, we need camera_optical->world - camera_to_world = camera_transform.inverse() - camera_position = camera_to_world.translation - print(f"Camera position in world: {camera_position}") - - # Convert to numpy array for open3d + camera_position = camera_transform.inverse().translation camera_pos_np = camera_position.to_numpy().reshape(3, 1) - # Get the point cloud pcd = pc.pointcloud - print(f"Input point cloud has {len(pcd.points)} points") - # Perform hidden point removal _, visible_indices = pcd.hidden_point_removal(camera_pos_np, radius) - - print(f"Visible points: {len(visible_indices)} out of {len(pcd.points)}") - - # Create new point cloud with only visible points visible_pcd = pcd.select_by_index(visible_indices) return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) -def test_camera_position(): - """Test to inspect camera position values.""" - with open(DETECTION_RESULT_PKL, "rb") as f: - detections, camera_transform = pickle.load(f) - - print("\n=== Camera Transform Debug ===") - print(f"Full transform: {camera_transform}") - print(f"Translation vector: {camera_transform.translation}") - - # Test if we need to invert the transform - # If this is actually world->camera_optical, we need to invert it - try: - # Try to invert the transform - inverted = camera_transform.inverse() - print(f"\nInverted transform translation: {inverted.translation}") - print(f"Inverted X: {inverted.translation.x}") - print(f"Inverted Y: {inverted.translation.y}") - print(f"Inverted Z: {inverted.translation.z}") - except: - print("Could not invert transform") - - # Check first detection point cloud - if detections: - first_pc = detections[0] - points = first_pc.pointcloud.points - print(f"\nFirst detection has {len(points)} points") - if len(points) > 0: - import numpy as np - - points_np = np.asarray(points) - print(f"Point cloud bounds:") - print(f" X: [{points_np[:, 0].min():.3f}, {points_np[:, 0].max():.3f}]") - print(f" Y: [{points_np[:, 1].min():.3f}, {points_np[:, 1].max():.3f}]") - print(f" Z: [{points_np[:, 2].min():.3f}, {points_np[:, 2].max():.3f}]") - - # Test both interpretations - print("\nIf transform is camera_optical->world:") - camera_pos = camera_transform.translation.to_numpy() - distances = np.linalg.norm(points_np - camera_pos, axis=1) - print(f" Distance to points: {distances.min():.1f}-{distances.max():.1f}m") - - try: - print("\nIf transform is world->camera_optical (need inverse):") - inv_pos = inverted.translation.to_numpy() - distances_inv = np.linalg.norm(points_np - inv_pos, axis=1) - print( - f" Distance to points: {distances_inv.min():.1f}-{distances_inv.max():.1f}m" - ) - except: - pass - - print("==============================\n") - - def test_hidden_removal(): lcm.autoconf() diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 73aaf73749..daf35492ce 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -206,7 +206,7 @@ def _odom_to_tf(self, odom: PoseStamped) -> List[Transform]: def _publish_tf(self, msg): self.odom.publish(msg) - self.tf.publish(**self._odom_to_tf(msg)) + self.tf.publish(*self._odom_to_tf(msg)) @rpc def publish_request(self, topic: str, data: dict): From 46de8a1745e1bbff0c3cfe6a1c5b63e92d1cbbfd Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 06:32:34 -0700 Subject: [PATCH 15/44] detection class rewrite --- dimos/perception/detection2d/__init__.py | 2 +- dimos/perception/detection2d/module.py | 50 ++++++++++++++----- dimos/perception/detection2d/test_module.py | 8 +-- .../unitree_webrtc/modular/ivan_unitree.py | 4 +- 4 files changed, 45 insertions(+), 19 deletions(-) diff --git a/dimos/perception/detection2d/__init__.py b/dimos/perception/detection2d/__init__.py index c7f56f70c7..c153840a7a 100644 --- a/dimos/perception/detection2d/__init__.py +++ b/dimos/perception/detection2d/__init__.py @@ -1,6 +1,6 @@ from dimos.perception.detection2d.module import ( - Detect2DModule, Detection2DArrayFix, + Detection2DModule, DetectionPointcloud, ) from dimos.perception.detection2d.utils import * diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index b542732323..500ce99e4d 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -57,7 +57,7 @@ class Detection2DArrayFix(Detection2DArray): InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] -Detection = Tuple[Bbox, int, int, float, List[str]] +Detection = Tuple[Bbox, int, int, float, str] Detections = List[Detection] ImageDetections = Tuple[Image, Detections] ImageDetection = Tuple[Image, Detection] @@ -193,7 +193,10 @@ def flatten(xss): ) -class Detect2DModule(Module): +# needs to emit a detection class not this stupid array +# detection class can render itself into image annotations, or 2ddetections etc +# combining detection class with pointcloud gives you a detection with pointcloud +class Detection2DModule(Module): image: In[Image] = None detections: Out[Detection2DArrayFix] = None annotations: Out[ImageAnnotations] = None @@ -208,7 +211,6 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self.detector = self._initDetector() def process_frame(self, image: Image) -> Detections: - print("Processing frame for detection", image) return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] @functools.cache @@ -231,7 +233,7 @@ def start(self): def stop(self): ... -class DetectionPointcloud(Detect2DModule): +class DetectionPointcloud(Detection2DModule): camera_info: In[CameraInfo] = None pointcloud: In[PointCloud2] = None filtered_pointcloud: Out[PointCloud2] = None @@ -391,15 +393,15 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: def process_frame( self, - image: Image, + imagedetections: ImageDetections, pointcloud: PointCloud2, camera_info: CameraInfo, transform: Transform, ): if not transform: return None - image, detection_list = detections - print("Processing frame for detection with pointcloud", image) + image, detection_list = imagedetections + # print("Processing frame for detection with pointcloud", image) # Filter pointcloud based on detections separate_pcs = [] @@ -418,14 +420,36 @@ def process_frame( return [image, detection_list, separate_pcs, combined_pc] - @rpc - def start(self): - # Combine detection stream with pointcloud and camera_info - combined_stream = self.detection_stream().pipe( + @functools.cache + def pointcloud_stream(self): + return self.detection_stream().pipe( ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), ops.map(lambda data: self.process_frame(*data, self.tf.get("camera_optical", "world"))), ops.filter(lambda x: x is not None), ) - # Output combined filtered pointcloud - combined_stream.pipe(ops.map(lambda x: x[3])).subscribe(self.filtered_pointcloud.publish) + @rpc + def start(self): + self.pointcloud_stream().pipe(ops.map(lambda x: x[3])).subscribe( + self.filtered_pointcloud.publish + ) + + +class DetectionDB(DetectionPointcloud): + @rpc + def start(self): + super().start() + self.pointcloud_stream().pipe( + ops.map(lambda x: [x[1], x[2]]), + ).subscribe(self.add_detections) + + def add_detections(self, data: List[[Detections, PointCloud2]]): + for detection, pc in zip(*data): + if pc is None: + continue + self.add_detection(detection, pc) + + # TODO collect all detections from a recording, store the stream + # replay the stream into add_detection, validate the output + def add_detection(self, detection: Detection, pc: PointCloud2): + print("DETECTION", detection, pc) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index a221ca8066..56b1904739 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -23,7 +23,7 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import PointCloud2 from dimos.msgs.sensor_msgs.Image import Image -from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud +from dimos.perception.detection2d import Detection2DArrayFix, Detection2DModule, DetectionPointcloud from dimos.perception.detection2d.module import DetectionPointcloud, build_imageannotations from dimos.protocol.service import lcmservice as lcm from dimos.protocol.tf import TF @@ -109,8 +109,10 @@ def test_basic(moment): camera_transform = tf.get("camera_optical", "world") detector = DetectionPointcloud() - [image_frame, detections, separate_detections_pointcloud, detections_pointcloud] = ( - detector.process_frame(image_frame, lidar_frame, camera_info, camera_transform) + image_detections = Detection2DModule.process_frame(detector, image_frame) + + [image, detections, separate_detections_pointcloud, detections_pointcloud] = ( + detector.process_frame(image_detections, lidar_frame, camera_info, camera_transform) ) detection_result = [separate_detections_pointcloud, camera_transform] diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index 87f824bde5..075ca28b2c 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -21,7 +21,7 @@ from dimos.core import LCMTransport, start from dimos.msgs.sensor_msgs import PointCloud2 from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud -from dimos.perception.detection2d.module import DetectionPointcloud +from dimos.perception.detection2d.module import DetectionPointcloudDb from dimos.protocol.pubsub import lcm from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation from dimos.utils.logging_config import setup_logger @@ -35,7 +35,7 @@ def detection_unitree(): connection = deploy_connection(dimos, loop=False, speed=0.2) mapper = deploy_navigation(dimos, connection) - detection = dimos.deploy(DetectionPointcloud) + detection = dimos.deploy(DetectionPointcloudDb) detection.image.connect(connection.video) detection.camera_info.connect(connection.camera_info) From 7d776c870663d490e0d672ccb3325bf013b0b373 Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 06:48:24 -0700 Subject: [PATCH 16/44] implementing dedicated Detection2D type --- dimos/perception/detection2d/test_types.py | 28 +++++++ dimos/perception/detection2d/types.py | 79 +++++++++++++++++++ .../modular/connection_module.py | 8 +- dimos/robot/unitree_webrtc/modular/detect.py | 1 - 4 files changed, 113 insertions(+), 3 deletions(-) create mode 100644 dimos/perception/detection2d/test_types.py create mode 100644 dimos/perception/detection2d/types.py diff --git a/dimos/perception/detection2d/test_types.py b/dimos/perception/detection2d/test_types.py new file mode 100644 index 0000000000..81b0180b64 --- /dev/null +++ b/dimos/perception/detection2d/test_types.py @@ -0,0 +1,28 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from dimos.msgs.sensor_msgs import Image +from dimos.perception.detection2d.types import Detection2D, better_detection_format +from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector +from dimos.utils.data import get_data + + +def test_detection2dtype(): + detector = Yolo2DDetector() + + image = Image.from_file(get_data("cafe.jpg")) + raw_detections = detector.process_image(image.to_opencv()) + + for det in better_detection_format(raw_detections): + print(Detection2D.from_detection(det, image=image)) diff --git a/dimos/perception/detection2d/types.py b/dimos/perception/detection2d/types.py new file mode 100644 index 0000000000..14f1f02910 --- /dev/null +++ b/dimos/perception/detection2d/types.py @@ -0,0 +1,79 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from __future__ import annotations + +from dataclasses import dataclass +from typing import List, Optional, Tuple + +from dimos.msgs.sensor_msgs import Image +from dimos.types.timestamped import Timestamped + +Bbox = Tuple[float, float, float, float] +CenteredBbox = Tuple[float, float, float, float] + +InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] + + +Bbox = Tuple[float, float, float, float] +CenteredBbox = Tuple[float, float, float, float] +# yolo and detic have bad output formats +InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] + + +Detection = Tuple[Bbox, int, int, float, str] +Detections = List[Detection] + + +# yolo and detic have bad formats this translates into list of detections +def better_detection_format(inconvinient_detections: InconvinientDetectionFormat) -> Detections: + bboxes, track_ids, class_ids, confidences, names = inconvinient_detections + return [ + [bbox, track_id, class_id, confidence, name] + for bbox, track_id, class_id, confidence, name in zip( + bboxes, track_ids, class_ids, confidences, names + ) + ] + + +@dataclass +class Detection2D(Timestamped): + bbox: Bbox + track_id: int + class_id: int + confidence: float + name: str + ts: float = 0.0 + image: Optional[Image] = None + + @classmethod + def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": + [bbox, track_id, class_id, confidence, name] = raw_detection + + if kwargs.get("image", None) is not None: + kwargs["ts"] = kwargs.get("image").ts + + return cls( + bbox=bbox, + track_id=track_id, + class_id=class_id, + confidence=confidence, + name=name, + **kwargs, + ) + + +@dataclass +class LocalizedDetection2D(Detection2D): + def localize(self, pointcloud): ... diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index daf35492ce..428a81f39e 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -29,7 +29,7 @@ from dimos.core import In, LCMTransport, Module, Out, rpc from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 -from dimos.msgs.sensor_msgs.Image import Image, sharpness_window +from dimos.msgs.sensor_msgs.Image import Image, ImageFormat, sharpness_window from dimos.msgs.std_msgs import Header from dimos.robot.foxglove_bridge import FoxgloveBridge from dimos.robot.unitree_webrtc.connection import UnitreeWebRTCConnection @@ -98,7 +98,11 @@ def raw_odom_stream(self): @functools.cache def raw_video_stream(self): print("video stream start") - video_store = TimedSensorReplay("unitree_office_walk/video", autocast=Image.from_numpy) + video_store = TimedSensorReplay( + "unitree_office_walk/video", + autocast=lambda data: Image.from_numpy(data, format=ImageFormat.RGB), + ) + return video_store.stream(**self.replay_config) @functools.cache diff --git a/dimos/robot/unitree_webrtc/modular/detect.py b/dimos/robot/unitree_webrtc/modular/detect.py index f4664883d9..7d0ded7ac8 100644 --- a/dimos/robot/unitree_webrtc/modular/detect.py +++ b/dimos/robot/unitree_webrtc/modular/detect.py @@ -74,7 +74,6 @@ def transform_chain(odom_frame: Odometry) -> list: from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 from dimos.protocol.tf import TF - print("TS IS", odom_frame.ts) camera_link = Transform( translation=Vector3(0.3, 0.0, 0.0), rotation=Quaternion(0.0, 0.0, 0.0, 1.0), From 5a7151e5c11b41ba1b2b45438f31b41b9265341d Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 07:01:28 -0700 Subject: [PATCH 17/44] further work on detection type --- dimos/perception/detection2d/test_module.py | 6 ++++ dimos/perception/detection2d/test_types.py | 6 ++-- dimos/perception/detection2d/types.py | 36 ++++++++++++++++++++- 3 files changed, 45 insertions(+), 3 deletions(-) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 56b1904739..9c113618de 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -132,6 +132,11 @@ def test_basic(moment): print("detections:\n", "\n".join(map(str, separate_detections_pointcloud))) + # how do we count points in this detection? should be 10 exactly + num_points = len(separate_detections_pointcloud[0].pointcloud.points) + print(f"Number of points in first detection: {num_points}") + assert num_points == 10, f"Expected 10 points, got {num_points}" + # from https://www.open3d.org/docs/release/python_api/open3d.geometry.PointCloud.html # @@ -156,6 +161,7 @@ def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: f return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) +@pytest.mark.tool def test_hidden_removal(): lcm.autoconf() diff --git a/dimos/perception/detection2d/test_types.py b/dimos/perception/detection2d/test_types.py index 81b0180b64..853e1a41b2 100644 --- a/dimos/perception/detection2d/test_types.py +++ b/dimos/perception/detection2d/test_types.py @@ -24,5 +24,7 @@ def test_detection2dtype(): image = Image.from_file(get_data("cafe.jpg")) raw_detections = detector.process_image(image.to_opencv()) - for det in better_detection_format(raw_detections): - print(Detection2D.from_detection(det, image=image)) + detections = Detection2D.from_detector(raw_detections, image=image) + + for det in detections: + print(det) diff --git a/dimos/perception/detection2d/types.py b/dimos/perception/detection2d/types.py index 14f1f02910..912c636d56 100644 --- a/dimos/perception/detection2d/types.py +++ b/dimos/perception/detection2d/types.py @@ -17,7 +17,24 @@ from dataclasses import dataclass from typing import List, Optional, Tuple -from dimos.msgs.sensor_msgs import Image +from dimos_lcm.foxglove_msgs.ImageAnnotations import ( + ImageAnnotations, + PointsAnnotation, + TextAnnotation, +) +from dimos_lcm.vision_msgs import ( + BoundingBox2D, + Detection2DArray, + ObjectHypothesis, + ObjectHypothesisWithPose, + Point2D, + Pose2D, +) +from dimos_lcm.vision_msgs import ( + Detection2D as ROSDetection2D, +) + +from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.types.timestamped import Timestamped Bbox = Tuple[float, float, float, float] @@ -57,6 +74,14 @@ class Detection2D(Timestamped): ts: float = 0.0 image: Optional[Image] = None + @classmethod + def from_detector( + cls, raw_detections: InconvinientDetectionFormat, **kwargs + ) -> List["Detection2D"]: + return [ + cls.from_detection(raw, **kwargs) for raw in better_detection_format(raw_detections) + ] + @classmethod def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": [bbox, track_id, class_id, confidence, name] = raw_detection @@ -73,6 +98,15 @@ def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": **kwargs, ) + def lcm_encode(self): + return self.to_imageannotations().lcm_encode() + + def to_imageannotations(self) -> ImageAnnotations: ... + + def to_detection2d(self) -> ROSDetection2D: ... + + def localize(self, pcd: PointCloud2) -> LocalizedDetection2D: ... + @dataclass class LocalizedDetection2D(Detection2D): From d5916c32f10a12b39e4e9c6034ffa5a05e77be50 Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 07:25:32 -0700 Subject: [PATCH 18/44] type cleanup --- dimos/perception/detection2d/detic_2d_det.py | 2 +- dimos/perception/detection2d/module.py | 223 +++++-------------- dimos/perception/detection2d/test_module.py | 16 +- dimos/perception/detection2d/test_types.py | 2 +- dimos/perception/detection2d/types.py | 113 ---------- 5 files changed, 65 insertions(+), 291 deletions(-) delete mode 100644 dimos/perception/detection2d/types.py diff --git a/dimos/perception/detection2d/detic_2d_det.py b/dimos/perception/detection2d/detic_2d_det.py index 8bc4f9c4b0..44b77cb397 100644 --- a/dimos/perception/detection2d/detic_2d_det.py +++ b/dimos/perception/detection2d/detic_2d_det.py @@ -27,7 +27,7 @@ import PIL.Image if not hasattr(PIL.Image, "LINEAR") and hasattr(PIL.Image, "BILINEAR"): - PIL.Image.LINEAR = PIL.Image.BILINEAR + PIL.Image.LINEAR = PIL.Image.BILINEAR # type: ignore[attr-defined] # Detectron2 imports from detectron2.config import get_cfg diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index 500ce99e4d..ef6474bb0b 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -42,6 +42,12 @@ from dimos.msgs.std_msgs import Header # from dimos.perception.detection2d.detic import Detic2DDetector +from dimos.perception.detection2d.type import ( + Detection2D, + Detection3D, + build_detection2d_array, + build_imageannotations, +) from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector from dimos.protocol.tf.tf import TF from dimos.types.timestamped import to_ros_stamp @@ -51,155 +57,25 @@ class Detection2DArrayFix(Detection2DArray): msg_name = "vision_msgs.Detection2DArray" -Bbox = Tuple[float, float, float, float] -CenteredBbox = Tuple[float, float, float, float] -# yolo and detic have bad output formats -InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] - - -Detection = Tuple[Bbox, int, int, float, str] -Detections = List[Detection] -ImageDetections = Tuple[Image, Detections] -ImageDetection = Tuple[Image, Detection] - - -def get_bbox_center(bbox: Bbox) -> CenteredBbox: - x1, y1, x2, y2 = bbox - center_x = (x1 + x2) / 2.0 - center_y = (y1 + y2) / 2.0 - width = float(x2 - x1) - height = float(y2 - y1) - return [center_x, center_y, width, height] - - -def build_bbox(bbox: Bbox) -> BoundingBox2D: - center_x, center_y, width, height = get_bbox_center(bbox) - - return BoundingBox2D( - center=Pose2D( - position=Point2D(x=center_x, y=center_y), - theta=0.0, - ), - size_x=width, - size_y=height, - ) - - -def build_detection2d(image, detection) -> Detection2D: - [bbox, track_id, class_id, confidence, name] = detection - - return Detection2D( - header=Header(image.ts, "camera_link"), - bbox=build_bbox(bbox), - results=[ - ObjectHypothesisWithPose( - ObjectHypothesis( - class_id=class_id, - score=1.0, - ) - ) - ], - ) +# Type aliases for clarity +ImageDetections = Tuple[Image, List[Detection2D]] +ImageDetection = Tuple[Image, Detection2D] -def build_detection2d_array(imageDetections: ImageDetections) -> Detection2DArrayFix: +def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2DArrayFix: + """Build Detection2DArrayFix from image and list of Detection2D objects.""" [image, detections] = imageDetections return Detection2DArrayFix( detections_length=len(detections), header=Header(image.ts, "camera_link"), - detections=list( - map( - functools.partial(build_detection2d, image), - detections, - ) - ), - ) - - -# yolo and detic have bad formats this translates into list of detections -def better_detection_format(inconvinient_detections: InconvinientDetectionFormat) -> Detections: - bboxes, track_ids, class_ids, confidences, names = inconvinient_detections - return [ - [bbox, track_id, class_id, confidence, name] - for bbox, track_id, class_id, confidence, name in zip( - bboxes, track_ids, class_ids, confidences, names - ) - ] - - -def build_imageannotation_text(image: Image, detection: Detection) -> ImageAnnotations: - [bbox, track_id, class_id, confidence, name] = detection - - x1, y1, x2, y2 = bbox - - font_size = int(image.height / 35) - return [ - TextAnnotation( - timestamp=to_ros_stamp(image.ts), - position=Point2(x=x1, y=y2 + font_size), - text=f"confidence: {confidence:.3f}", - font_size=font_size, - text_color=Color(r=1.0, g=1.0, b=1.0, a=1), - background_color=Color(r=0, g=0, b=0, a=1), - ), - TextAnnotation( - timestamp=to_ros_stamp(image.ts), - position=Point2(x=x1, y=y1), - text=f"{name}_{class_id}_{track_id}", - font_size=font_size, - text_color=Color(r=1.0, g=1.0, b=1.0, a=1), - background_color=Color(r=0, g=0, b=0, a=1), - ), - ] - - -def build_imageannotation_box(image: Image, detection: Detection) -> ImageAnnotations: - [bbox, track_id, class_id, confidence, name] = detection - - x1, y1, x2, y2 = bbox - - thickness = image.height / 720 - - return PointsAnnotation( - timestamp=to_ros_stamp(image.ts), - outline_color=Color(r=0.0, g=0.0, b=0.0, a=1.0), - fill_color=Color(r=1.0, g=0.0, b=0.0, a=0.15), - thickness=thickness, - points_length=4, - points=[ - Point2(x1, y1), - Point2(x1, y2), - Point2(x2, y2), - Point2(x2, y1), - ], - type=PointsAnnotation.LINE_LOOP, + detections=[det.to_detection2d() for det in detections], ) -def build_imageannotations(image_detections: [Image, Detections]) -> ImageAnnotations: - [image, detections] = image_detections - - def flatten(xss): - return [x for xs in xss for x in xs] - - points = list(map(functools.partial(build_imageannotation_box, image), detections)) - texts = list(flatten(map(functools.partial(build_imageannotation_text, image), detections))) - - return ImageAnnotations( - texts=texts, - texts_length=len(texts), - points=points, - points_length=len(points), - ) - - -# needs to emit a detection class not this stupid array -# detection class can render itself into image annotations, or 2ddetections etc -# combining detection class with pointcloud gives you a detection with pointcloud class Detection2DModule(Module): - image: In[Image] = None - detections: Out[Detection2DArrayFix] = None - annotations: Out[ImageAnnotations] = None + image: In[Image] = None # type: ignore + detections: Out[Detection2DArrayFix] = None # type: ignore + annotations: Out[ImageAnnotations] = None # type: ignore # _initDetector = Detic2DDetector _initDetector = Yolo2DDetector @@ -210,8 +86,11 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self._detectorClass = detector self.detector = self._initDetector() - def process_frame(self, image: Image) -> Detections: - return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] + def process_frame(self, image: Image) -> ImageDetections: + detections = Detection2D.from_detector( + self.detector.process_image(image.to_opencv()), image=image + ) + return (image, detections) @functools.cache def detection_stream(self): @@ -220,7 +99,7 @@ def detection_stream(self): detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) detection_stream.pipe( - ops.filter(lambda x: len(x) != 0), ops.map(build_detection2d_array) + ops.filter(lambda x: len(x[1]) != 0), ops.map(build_detection2d_array_fix) ).subscribe(self.detections.publish) return detection_stream @@ -234,15 +113,18 @@ def stop(self): ... class DetectionPointcloud(Detection2DModule): - camera_info: In[CameraInfo] = None - pointcloud: In[PointCloud2] = None - filtered_pointcloud: Out[PointCloud2] = None - image: In[Image] = None - detections: Out[Detection2DArrayFix] = None - annotations: Out[ImageAnnotations] = None - - def detect(self, image: Image) -> Detections: - return [image, better_detection_format(self.detector.process_image(image.to_opencv()))] + camera_info: In[CameraInfo] = None # type: ignore + pointcloud: In[PointCloud2] = None # type: ignore + filtered_pointcloud: Out[PointCloud2] = None # type: ignore + image: In[Image] = None # type: ignore + detections: Out[Detection2DArrayFix] = None # type: ignore + annotations: Out[ImageAnnotations] = None # type: ignore + + def detect(self, image: Image) -> ImageDetections: + detections = Detection2D.from_detector( + self.detector.process_image(image.to_opencv()), image=image + ) + return (image, detections) @functools.cache def detection_stream(self): @@ -251,7 +133,7 @@ def detection_stream(self): detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) detection_stream.pipe( - ops.filter(lambda x: len(x) != 0), ops.map(build_detection2d_array) + ops.filter(lambda x: len(x[1]) != 0), ops.map(build_detection2d_array_fix) ).subscribe(self.detections.publish) return detection_stream @@ -283,9 +165,9 @@ def filter_points_in_detections( pointcloud: PointCloud2, image: Image, camera_info: CameraInfo, - detection_list: List[Detection], + detection_list: List[Detection2D], world_to_camera_transform: Transform, - ) -> List[PointCloud2]: + ) -> List[Optional[PointCloud2]]: """Filter lidar points that fall within detection bounding boxes.""" # Extract camera parameters fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] @@ -315,11 +197,11 @@ def filter_points_in_detections( points_2d = points_2d[in_image_mask] valid_3d_points = valid_3d_points[in_image_mask] - filtered_pointclouds = [] + filtered_pointclouds: List[Optional[PointCloud2]] = [] for detection in detection_list: - # Detection format: [bbox, track_id, class_id, confidence, names] - bbox, track_id, class_id, confidence, names = detection + # Extract bbox from Detection2D object + bbox = detection.bbox x_min, y_min, x_max, y_max = bbox # Find points within this detection box (with small margin) @@ -391,7 +273,7 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: ) return PointCloud2(statistical, pc.frame_id, pc.ts) - def process_frame( + def process_frame( # type: ignore[override] self, imagedetections: ImageDetections, pointcloud: PointCloud2, @@ -404,21 +286,23 @@ def process_frame( # print("Processing frame for detection with pointcloud", image) # Filter pointcloud based on detections - separate_pcs = [] - for pc in self.filter_points_in_detections( + pointcloud_list = self.filter_points_in_detections( pointcloud, image, camera_info, detection_list, transform - ): + ) + + localized_detections = [] + for detection, pc in zip(detection_list, pointcloud_list): if pc is None: continue pc = self.hidden_point_removal(transform, self.cleanup_pointcloud(pc)) if pc is None: continue - separate_pcs.append(pc) + localized_detections.append(detection.localize(pc)) # Combine all filtered pointclouds into one - combined_pc = self.combine_pointclouds(separate_pcs) + combined_pc = self.combine_pointclouds([det.pointcloud for det in localized_detections]) - return [image, detection_list, separate_pcs, combined_pc] + return [image, detection_list, localized_detections, combined_pc] @functools.cache def pointcloud_stream(self): @@ -443,13 +327,14 @@ def start(self): ops.map(lambda x: [x[1], x[2]]), ).subscribe(self.add_detections) - def add_detections(self, data: List[[Detections, PointCloud2]]): - for detection, pc in zip(*data): - if pc is None: + def add_detections(self, data: Tuple[List[Detection2D], List[Detection3D]]): + detections, detection3ds = data + for det3d in detection3ds: + if det3d.pointcloud is None: continue - self.add_detection(detection, pc) + self.add_detection(det3d, det3d.pointcloud) # TODO collect all detections from a recording, store the stream # replay the stream into add_detection, validate the output - def add_detection(self, detection: Detection, pc: PointCloud2): + def add_detection(self, detection: Detection2D, pc: PointCloud2): print("DETECTION", detection, pc) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 9c113618de..c22cf3ceb1 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -70,7 +70,7 @@ def moment(): def publish_detected_pc(detected_pc: list[PointCloud2]): for idx, detection in enumerate(detected_pc): - detected_pointcloud_transport = LCMTransport(f"/detected_{idx}", PointCloud2) + detected_pointcloud_transport: LCMTransport = LCMTransport(f"/detected_{idx}", PointCloud2) detected_pointcloud_transport.publish(detection) @@ -82,19 +82,19 @@ def publish_lcm( annotations, detected_pc: list[PointCloud2], ): - lidar_frame_transport = LCMTransport("/lidar", LidarMessage) + lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) lidar_frame_transport.publish(lidar_frame) - image_frame_transport = LCMTransport("/image", Image) + image_frame_transport: LCMTransport = LCMTransport("/image", Image) image_frame_transport.publish(image_frame) - odom_frame_transport = LCMTransport("/odom", Odometry) + odom_frame_transport: LCMTransport = LCMTransport("/odom", Odometry) odom_frame_transport.publish(odom_frame) - camera_info_transport = LCMTransport("/camera_info", CameraInfo) + camera_info_transport: LCMTransport = LCMTransport("/camera_info", CameraInfo) camera_info_transport.publish(camera_info) - annotations_transport = LCMTransport("/annotations", ImageAnnotations) + annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) annotations_transport.publish(annotations) publish_detected_pc(detected_pc) @@ -133,7 +133,9 @@ def test_basic(moment): print("detections:\n", "\n".join(map(str, separate_detections_pointcloud))) # how do we count points in this detection? should be 10 exactly - num_points = len(separate_detections_pointcloud[0].pointcloud.points) + # separate_detections_pointcloud now contains Detection3D objects + detection3d = separate_detections_pointcloud[0] + num_points = len(detection3d.pointcloud.pointcloud.points) print(f"Number of points in first detection: {num_points}") assert num_points == 10, f"Expected 10 points, got {num_points}" diff --git a/dimos/perception/detection2d/test_types.py b/dimos/perception/detection2d/test_types.py index 853e1a41b2..029caac31d 100644 --- a/dimos/perception/detection2d/test_types.py +++ b/dimos/perception/detection2d/test_types.py @@ -13,7 +13,7 @@ # limitations under the License. from dimos.msgs.sensor_msgs import Image -from dimos.perception.detection2d.types import Detection2D, better_detection_format +from dimos.perception.detection2d.type import Detection2D, better_detection_format from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector from dimos.utils.data import get_data diff --git a/dimos/perception/detection2d/types.py b/dimos/perception/detection2d/types.py deleted file mode 100644 index 912c636d56..0000000000 --- a/dimos/perception/detection2d/types.py +++ /dev/null @@ -1,113 +0,0 @@ -# Copyright 2025 Dimensional Inc. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -from __future__ import annotations - -from dataclasses import dataclass -from typing import List, Optional, Tuple - -from dimos_lcm.foxglove_msgs.ImageAnnotations import ( - ImageAnnotations, - PointsAnnotation, - TextAnnotation, -) -from dimos_lcm.vision_msgs import ( - BoundingBox2D, - Detection2DArray, - ObjectHypothesis, - ObjectHypothesisWithPose, - Point2D, - Pose2D, -) -from dimos_lcm.vision_msgs import ( - Detection2D as ROSDetection2D, -) - -from dimos.msgs.sensor_msgs import Image, PointCloud2 -from dimos.types.timestamped import Timestamped - -Bbox = Tuple[float, float, float, float] -CenteredBbox = Tuple[float, float, float, float] - -InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] - - -Bbox = Tuple[float, float, float, float] -CenteredBbox = Tuple[float, float, float, float] -# yolo and detic have bad output formats -InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] - - -Detection = Tuple[Bbox, int, int, float, str] -Detections = List[Detection] - - -# yolo and detic have bad formats this translates into list of detections -def better_detection_format(inconvinient_detections: InconvinientDetectionFormat) -> Detections: - bboxes, track_ids, class_ids, confidences, names = inconvinient_detections - return [ - [bbox, track_id, class_id, confidence, name] - for bbox, track_id, class_id, confidence, name in zip( - bboxes, track_ids, class_ids, confidences, names - ) - ] - - -@dataclass -class Detection2D(Timestamped): - bbox: Bbox - track_id: int - class_id: int - confidence: float - name: str - ts: float = 0.0 - image: Optional[Image] = None - - @classmethod - def from_detector( - cls, raw_detections: InconvinientDetectionFormat, **kwargs - ) -> List["Detection2D"]: - return [ - cls.from_detection(raw, **kwargs) for raw in better_detection_format(raw_detections) - ] - - @classmethod - def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": - [bbox, track_id, class_id, confidence, name] = raw_detection - - if kwargs.get("image", None) is not None: - kwargs["ts"] = kwargs.get("image").ts - - return cls( - bbox=bbox, - track_id=track_id, - class_id=class_id, - confidence=confidence, - name=name, - **kwargs, - ) - - def lcm_encode(self): - return self.to_imageannotations().lcm_encode() - - def to_imageannotations(self) -> ImageAnnotations: ... - - def to_detection2d(self) -> ROSDetection2D: ... - - def localize(self, pcd: PointCloud2) -> LocalizedDetection2D: ... - - -@dataclass -class LocalizedDetection2D(Detection2D): - def localize(self, pointcloud): ... From 4beae994438bd4c33d85dfb537638adba5c856be Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 07:57:10 -0700 Subject: [PATCH 19/44] detection2d, detection3d type checkpoint --- dimos/perception/detection2d/module.py | 66 ++++--- dimos/perception/detection2d/test_module.py | 18 +- dimos/perception/detection2d/type.py | 209 ++++++++++++++++++++ 3 files changed, 258 insertions(+), 35 deletions(-) create mode 100644 dimos/perception/detection2d/type.py diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index ef6474bb0b..d2b8dbb120 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -45,7 +45,6 @@ from dimos.perception.detection2d.type import ( Detection2D, Detection3D, - build_detection2d_array, build_imageannotations, ) from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector @@ -275,66 +274,79 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: def process_frame( # type: ignore[override] self, - imagedetections: ImageDetections, + detections: List[Detection2D], pointcloud: PointCloud2, camera_info: CameraInfo, transform: Transform, - ): + ) -> List[Detection3D]: if not transform: - return None - image, detection_list = imagedetections - # print("Processing frame for detection with pointcloud", image) - # Filter pointcloud based on detections + return [] + + # Get image from first detection (all should have same image) + if not detections: + return [] + + image = detections[0].image + if image is None: + return [] pointcloud_list = self.filter_points_in_detections( - pointcloud, image, camera_info, detection_list, transform + pointcloud, image, camera_info, detections, transform ) - localized_detections = [] - for detection, pc in zip(detection_list, pointcloud_list): + detection3d_list = [] + for detection, pc in zip(detections, pointcloud_list): if pc is None: continue pc = self.hidden_point_removal(transform, self.cleanup_pointcloud(pc)) if pc is None: continue - localized_detections.append(detection.localize(pc)) + detection3d_list.append(detection.to_3d(pointcloud=pc, transform=transform)) - # Combine all filtered pointclouds into one - combined_pc = self.combine_pointclouds([det.pointcloud for det in localized_detections]) - - return [image, detection_list, localized_detections, combined_pc] + return detection3d_list @functools.cache def pointcloud_stream(self): + # Returns stream of List[Detection3D] return self.detection_stream().pipe( + ops.map( + lambda image_detections: image_detections[1] + ), # Extract just the List[Detection2D] ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), - ops.map(lambda data: self.process_frame(*data, self.tf.get("camera_optical", "world"))), - ops.filter(lambda x: x is not None), + ops.map( + lambda args: self.process_frame( + *args, # List[Detection2D], PointCloud2, CameraInfo + self.tf.get("camera_optical", "world"), + ) + ), + ops.filter(lambda detection3d_list: len(detection3d_list) > 0), ) @rpc def start(self): - self.pointcloud_stream().pipe(ops.map(lambda x: x[3])).subscribe( - self.filtered_pointcloud.publish - ) + # Publish combined pointcloud from all Detection3D objects + self.pointcloud_stream().pipe( + ops.map( + lambda detection3d_list: self.combine_pointclouds( + [det.pointcloud for det in detection3d_list] + ) + ) + ).subscribe(self.filtered_pointcloud.publish) class DetectionDB(DetectionPointcloud): @rpc def start(self): super().start() - self.pointcloud_stream().pipe( - ops.map(lambda x: [x[1], x[2]]), - ).subscribe(self.add_detections) + self.pointcloud_stream().subscribe(self.add_detections) - def add_detections(self, data: Tuple[List[Detection2D], List[Detection3D]]): - detections, detection3ds = data - for det3d in detection3ds: + def add_detections(self, detection3d_list: List[Detection3D]): + for det3d in detection3d_list: if det3d.pointcloud is None: continue self.add_detection(det3d, det3d.pointcloud) # TODO collect all detections from a recording, store the stream # replay the stream into add_detection, validate the output - def add_detection(self, detection: Detection2D, pc: PointCloud2): + def add_detection(self, detection: Detection3D, pc: PointCloud2): print("DETECTION", detection, pc) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index c22cf3ceb1..e77df38c24 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -110,12 +110,14 @@ def test_basic(moment): detector = DetectionPointcloud() image_detections = Detection2DModule.process_frame(detector, image_frame) + image, detections = image_detections - [image, detections, separate_detections_pointcloud, detections_pointcloud] = ( - detector.process_frame(image_detections, lidar_frame, camera_info, camera_transform) + # Process detections to get Detection3D objects + detection3d_list = detector.process_frame( + detections, lidar_frame, camera_info, camera_transform ) - detection_result = [separate_detections_pointcloud, camera_transform] + detection_result = [detection3d_list, camera_transform] # Assuming you have your detection_result object with open(DETECTION_RESULT_PKL, "wb") as f: @@ -126,15 +128,15 @@ def test_basic(moment): image_frame, odom_frame, camera_info, - build_imageannotations([image_frame, detections]), - separate_detections_pointcloud, + build_imageannotations((image, detections)), + detection3d_list, ) - print("detections:\n", "\n".join(map(str, separate_detections_pointcloud))) + print("detections:\n", "\n".join(map(str, detection3d_list))) # how do we count points in this detection? should be 10 exactly - # separate_detections_pointcloud now contains Detection3D objects - detection3d = separate_detections_pointcloud[0] + # detection3d_list contains Detection3D objects + detection3d = detection3d_list[0] num_points = len(detection3d.pointcloud.pointcloud.points) print(f"Number of points in first detection: {num_points}") assert num_points == 10, f"Expected 10 points, got {num_points}" diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py new file mode 100644 index 0000000000..ecd7e6721c --- /dev/null +++ b/dimos/perception/detection2d/type.py @@ -0,0 +1,209 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from __future__ import annotations + +from dataclasses import dataclass +from typing import List, Optional, Tuple + +import numpy as np +from dimos_lcm.foxglove_msgs.Color import Color +from dimos_lcm.foxglove_msgs.ImageAnnotations import ( + ImageAnnotations, + PointsAnnotation, + TextAnnotation, +) +from dimos_lcm.foxglove_msgs.Point2 import Point2 +from dimos_lcm.vision_msgs import ( + BoundingBox2D, + Detection2DArray, + ObjectHypothesis, + ObjectHypothesisWithPose, + Point2D, + Pose2D, +) +from dimos_lcm.vision_msgs import ( + Detection2D as ROSDetection2D, +) + +from dimos.msgs.geometry_msgs import Transform +from dimos.msgs.sensor_msgs import Image, PointCloud2 +from dimos.msgs.std_msgs import Header +from dimos.types.timestamped import Timestamped, to_ros_stamp + +Bbox = Tuple[float, float, float, float] +CenteredBbox = Tuple[float, float, float, float] +# yolo and detic have bad output formats +InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] + +Detection = Tuple[Bbox, int, int, float, str] +Detections = List[Detection] + + +# yolo and detic have bad formats this translates into list of detections +def better_detection_format(inconvinient_detections: InconvinientDetectionFormat) -> Detections: + bboxes, track_ids, class_ids, confidences, names = inconvinient_detections + return [ + (bbox, track_id, class_id, confidence, name[0] if name else "") + for bbox, track_id, class_id, confidence, name in zip( + bboxes, track_ids, class_ids, confidences, names + ) + ] + + +@dataclass +class Detection2D(Timestamped): + bbox: Bbox + track_id: int + class_id: int + confidence: float + name: str + ts: float = 0.0 + image: Optional[Image] = None + + @classmethod + def from_detector( + cls, raw_detections: InconvinientDetectionFormat, **kwargs + ) -> List["Detection2D"]: + return [ + cls.from_detection(raw, **kwargs) for raw in better_detection_format(raw_detections) + ] + + @classmethod + def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": + bbox, track_id, class_id, confidence, name = raw_detection + + image = kwargs.get("image", None) + if image is not None: + kwargs["ts"] = image.ts + + return cls( + bbox=bbox, + track_id=track_id, + class_id=class_id, + confidence=confidence, + name=name, + **kwargs, + ) + + def get_bbox_center(self) -> CenteredBbox: + x1, y1, x2, y2 = self.bbox + center_x = (x1 + x2) / 2.0 + center_y = (y1 + y2) / 2.0 + width = float(x2 - x1) + height = float(y2 - y1) + return (center_x, center_y, width, height) + + def build_bbox(self) -> BoundingBox2D: + center_x, center_y, width, height = self.get_bbox_center() + return BoundingBox2D( + center=Pose2D( + position=Point2D(x=center_x, y=center_y), + theta=0.0, + ), + size_x=width, + size_y=height, + ) + + def lcm_encode(self): + return self.to_imageannotations().lcm_encode() + + def to_imageannotations(self) -> ImageAnnotations: + bbox = self.bbox + points = [ + Point2(x=float(bbox[0]), y=float(bbox[1])), + Point2(x=float(bbox[2]), y=float(bbox[1])), + Point2(x=float(bbox[2]), y=float(bbox[3])), + Point2(x=float(bbox[0]), y=float(bbox[3])), + Point2(x=float(bbox[0]), y=float(bbox[1])), + ] + return ImageAnnotations( + circles=[], + points=[ + PointsAnnotation( + timestamp=to_ros_stamp(self.ts), + type=PointsAnnotation.LINE_LOOP, + points=points, + outline_color=Color(r=0.0, g=1.0, b=0.0, a=1.0), + outline_colors=[], + fill_color=Color(r=0.0, g=0.0, b=0.0, a=0.0), + thickness=2.0, + ) + ], + texts=[ + TextAnnotation( + timestamp=to_ros_stamp(self.ts), + position=Point2(x=float(bbox[0]), y=float(bbox[3]) + 10), + text=f"{self.name} (id:{self.track_id})", + font_size=16.0, + text_color=Color(r=1.0, g=1.0, b=1.0, a=1.0), + background_color=Color(r=0.0, g=0.0, b=0.0, a=0.8), + ) + ], + ) + + def to_detection2d(self) -> ROSDetection2D: + return ROSDetection2D( + header=Header(self.ts, "camera_link"), + bbox=self.build_bbox(), + results=[ + ObjectHypothesisWithPose( + ObjectHypothesis( + class_id=self.class_id, + score=self.confidence, + ) + ) + ], + source_id="", + id=self.track_id, + ) + + def to_3d(self, **kwargs) -> "Detection3D": + return Detection3D( + bbox=self.bbox, + track_id=self.track_id, + class_id=self.class_id, + confidence=self.confidence, + name=self.name, + ts=self.ts, + image=self.image, + **kwargs, + ) + + +@dataclass +class Detection3D(Detection2D): + pointcloud: Optional[PointCloud2] = None + transform: Optional[Transform] = None + + def localize(self, pointcloud: PointCloud2) -> Detection3D: + self.pointcloud = pointcloud + return self + + +def build_imageannotations(image_detections: Tuple[Image, List[Detection2D]]) -> ImageAnnotations: + """Build ImageAnnotations from image and list of Detection2D objects.""" + image, detections = image_detections + if not detections: + return ImageAnnotations(circles=[], points=[], texts=[]) + + all_points = [] + all_texts = [] + + for detection in detections: + annotation = detection.to_imageannotations() + all_points.extend(annotation.points) + all_texts.extend(annotation.texts) + + return ImageAnnotations(circles=[], points=all_points, texts=all_texts) From da6dac2a92ba5af65350b9ea300088069c72262a Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 12:00:11 -0700 Subject: [PATCH 20/44] temp checkpoint --- data/.lfs/unitree_go2_lidar_corrected.tar.gz | 3 + dimos/perception/detection2d/__init__.py | 2 +- dimos/perception/detection2d/module.py | 42 ++-- dimos/perception/detection2d/test_module.py | 38 ++-- dimos/perception/detection2d/test_types.py | 204 +++++++++++++++++- dimos/perception/detection2d/type.py | 58 ++++- dimos/robot/unitree_webrtc/connection.py | 2 +- .../modular/connection_module.py | 16 +- .../unitree_webrtc/modular/ivan_unitree.py | 9 +- dimos/robot/unitree_webrtc/type/lidar.py | 19 +- dimos/types/timestamped.py | 70 +++++- 11 files changed, 398 insertions(+), 65 deletions(-) create mode 100644 data/.lfs/unitree_go2_lidar_corrected.tar.gz diff --git a/data/.lfs/unitree_go2_lidar_corrected.tar.gz b/data/.lfs/unitree_go2_lidar_corrected.tar.gz new file mode 100644 index 0000000000..013f6b3fe1 --- /dev/null +++ b/data/.lfs/unitree_go2_lidar_corrected.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51a817f2b5664c9e2f2856293db242e030f0edce276e21da0edc2821d947aad2 +size 1212727745 diff --git a/dimos/perception/detection2d/__init__.py b/dimos/perception/detection2d/__init__.py index c153840a7a..76f4429a2f 100644 --- a/dimos/perception/detection2d/__init__.py +++ b/dimos/perception/detection2d/__init__.py @@ -1,7 +1,7 @@ from dimos.perception.detection2d.module import ( Detection2DArrayFix, Detection2DModule, - DetectionPointcloud, + Detection3DModule, ) from dimos.perception.detection2d.utils import * from dimos.perception.detection2d.yolo_2d_det import * diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module.py index d2b8dbb120..e26e982c00 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module.py @@ -67,13 +67,13 @@ def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2D return Detection2DArrayFix( detections_length=len(detections), header=Header(image.ts, "camera_link"), - detections=[det.to_detection2d() for det in detections], + detections=[det.to_ros_detection2d() for det in detections], ) class Detection2DModule(Module): image: In[Image] = None # type: ignore - detections: Out[Detection2DArrayFix] = None # type: ignore + detections: Out[Detection2D] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore # _initDetector = Detic2DDetector @@ -85,21 +85,29 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self._detectorClass = detector self.detector = self._initDetector() - def process_frame(self, image: Image) -> ImageDetections: + def process_frame(self, image: Image) -> List[Detection2D]: detections = Detection2D.from_detector( self.detector.process_image(image.to_opencv()), image=image ) - return (image, detections) + return detections @functools.cache def detection_stream(self): - # from dimos.activate_cuda import _init_cuda - detection_stream = self.image.observable().pipe(ops.map(self.process_frame)) + # Returns stream of individual Detection2D objects + detection_stream = self.image.observable().pipe( + ops.map(self.process_frame), + ops.flat_map( + lambda detections: ops.from_iterable(detections) + ), # Flatten list to individual items + ) - detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) - detection_stream.pipe( - ops.filter(lambda x: len(x[1]) != 0), ops.map(build_detection2d_array_fix) - ).subscribe(self.detections.publish) + # Publish each detection individually + detection_stream.subscribe(self.detections.publish) + + # Convert each Detection2D to ImageAnnotations + detection_stream.pipe(ops.map(lambda detection: detection.to_imageannotations())).subscribe( + self.annotations.publish + ) return detection_stream @@ -111,7 +119,7 @@ def start(self): def stop(self): ... -class DetectionPointcloud(Detection2DModule): +class Detection3DModule(Detection2DModule): camera_info: In[CameraInfo] = None # type: ignore pointcloud: In[PointCloud2] = None # type: ignore filtered_pointcloud: Out[PointCloud2] = None # type: ignore @@ -127,7 +135,6 @@ def detect(self, image: Image) -> ImageDetections: @functools.cache def detection_stream(self): - # from dimos.activate_cuda import _init_cuda detection_stream = self.image.observable().pipe(ops.map(self.detect)) detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) @@ -286,6 +293,7 @@ def process_frame( # type: ignore[override] if not detections: return [] + print("DETECTIONS", detections) image = detections[0].image if image is None: return [] @@ -308,14 +316,14 @@ def process_frame( # type: ignore[override] @functools.cache def pointcloud_stream(self): # Returns stream of List[Detection3D] + # Buffer Detection2D objects by image timestamp to process them together return self.detection_stream().pipe( - ops.map( - lambda image_detections: image_detections[1] - ), # Extract just the List[Detection2D] + ops.buffer_with_time(0.1), # Buffer detections within 100ms window + ops.filter(lambda detections: len(detections) > 0), ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), ops.map( lambda args: self.process_frame( - *args, # List[Detection2D], PointCloud2, CameraInfo + *args, # [List[Detection2D], PointCloud2, CameraInfo] self.tf.get("camera_optical", "world"), ) ), @@ -334,7 +342,7 @@ def start(self): ).subscribe(self.filtered_pointcloud.publish) -class DetectionDB(DetectionPointcloud): +class DetectionDBModule(Detection3DModule): @rpc def start(self): super().start() diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index e77df38c24..de8d75179f 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -23,8 +23,8 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import PointCloud2 from dimos.msgs.sensor_msgs.Image import Image -from dimos.perception.detection2d import Detection2DArrayFix, Detection2DModule, DetectionPointcloud -from dimos.perception.detection2d.module import DetectionPointcloud, build_imageannotations +from dimos.perception.detection2d import Detection2DArrayFix, Detection2DModule +from dimos.perception.detection2d.module import Detection3D, build_imageannotations from dimos.protocol.service import lcmservice as lcm from dimos.protocol.tf import TF from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule @@ -40,21 +40,20 @@ @pytest.fixture def moment(): - data_dir = "unitree_office_walk" + # data_dir = "unitree_office_walk" + data_dir = "unitree_go2_lidar_corrected" get_data(data_dir) - target_timestamp = 1751591272.9654856 + seek = 10 - lidar_frame = TimedSensorReplay( - f"{data_dir}/lidar", autocast=LidarMessage.from_msg - ).find_closest(target_timestamp) + lidar_frame = TimedSensorReplay(f"{data_dir}/lidar").find_closest_seek(seek) - image_frame = TimedSensorReplay(f"{data_dir}/video", autocast=Image.from_numpy).find_closest( - target_timestamp - ) + image_frame = TimedSensorReplay( + f"{data_dir}/video", + ).find_closest(lidar_frame.ts) odom_frame = TimedSensorReplay(f"{data_dir}/odom", autocast=Odometry.from_msg).find_closest( - target_timestamp + lidar_frame.ts ) transforms = ConnectionModule._odom_to_tf(odom_frame) @@ -71,7 +70,7 @@ def moment(): def publish_detected_pc(detected_pc: list[PointCloud2]): for idx, detection in enumerate(detected_pc): detected_pointcloud_transport: LCMTransport = LCMTransport(f"/detected_{idx}", PointCloud2) - detected_pointcloud_transport.publish(detection) + detected_pointcloud_transport.publish(detection.pointcloud) def publish_lcm( @@ -108,9 +107,10 @@ def test_basic(moment): camera_transform = tf.get("camera_optical", "world") - detector = DetectionPointcloud() - image_detections = Detection2DModule.process_frame(detector, image_frame) - image, detections = image_detections + from dimos.perception.detection2d.module import Detection3DModule + + detector = Detection3DModule() + detections = Detection2DModule.process_frame(detector, image_frame) # Process detections to get Detection3D objects detection3d_list = detector.process_frame( @@ -123,12 +123,18 @@ def test_basic(moment): with open(DETECTION_RESULT_PKL, "wb") as f: pickle.dump(detection_result, f) + # Save just the first detection3d for the load test + if detection3d_list: + detection3d_pkl = os.path.join(TEST_DIR, "detection3d.pkl") + with open(detection3d_pkl, "wb") as f: + pickle.dump(detection3d_list[0], f) + publish_lcm( lidar_frame, image_frame, odom_frame, camera_info, - build_imageannotations((image, detections)), + build_imageannotations((image_frame, detections)), detection3d_list, ) diff --git a/dimos/perception/detection2d/test_types.py b/dimos/perception/detection2d/test_types.py index 029caac31d..19ccdcb2ec 100644 --- a/dimos/perception/detection2d/test_types.py +++ b/dimos/perception/detection2d/test_types.py @@ -12,12 +12,34 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os +import pickle + +import pytest + from dimos.msgs.sensor_msgs import Image -from dimos.perception.detection2d.type import Detection2D, better_detection_format +from dimos.perception.detection2d.type import Detection2D, Detection3D from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector from dimos.utils.data import get_data +@pytest.fixture +def loaded_detection3d(): + """Fixture to load a pickled Detection3D object.""" + TEST_DIR = os.path.dirname(__file__) + detection3d_pkl = os.path.join(TEST_DIR, "detection3d.pkl") + + # Check if pickle file exists + if not os.path.exists(detection3d_pkl): + pytest.skip("Detection3D pickle file not found. Run test_module.py::test_basic first.") + + # Load the pickled Detection3D + with open(detection3d_pkl, "rb") as f: + detection3d = pickle.load(f) + + return detection3d + + def test_detection2dtype(): detector = Yolo2DDetector() @@ -28,3 +50,183 @@ def test_detection2dtype(): for det in detections: print(det) + + +def test_load_detection3d(loaded_detection3d): + """Test loading a pickled Detection3D object.""" + detection3d = loaded_detection3d + + # Verify it's a Detection3D object + assert isinstance(detection3d, Detection3D) + assert hasattr(detection3d, "bbox") + assert hasattr(detection3d, "pointcloud") + assert hasattr(detection3d, "transform") + assert hasattr(detection3d, "image") + + # Print detection info + print(f"\nLoaded Detection3D: {detection3d}") + print(f"Name: {detection3d.name}") + print(f"Confidence: {detection3d.confidence}") + print(f"Bbox: {detection3d.bbox}") + print(f"Track ID: {detection3d.track_id}") + print(f"Class ID: {detection3d.class_id}") + + # Verify pointcloud + if detection3d.pointcloud: + num_points = len(detection3d.pointcloud.pointcloud.points) + print(f"Points in pointcloud: {num_points}") + assert num_points > 0 + + # Verify transform + if detection3d.transform: + print(f"Transform: {detection3d.transform}") + + # Verify image + if detection3d.image: + print(f"Image shape: {detection3d.image.shape}") + print(f"Image frame_id: {detection3d.image.frame_id}") + + # Test conversion methods + annotations = detection3d.to_imageannotations() + assert annotations is not None + print(f"Converted to ImageAnnotations successfully") + + ros_det = detection3d.to_ros_detection2d() + assert ros_det is not None + print(f"Converted to ROS Detection2D successfully") + + # Test that Detection3D inherits from Detection2D + assert isinstance(detection3d, Detection2D) + + # Test get_bbox_center method + center = detection3d.get_bbox_center() + print(f"Bbox center: {center}") + + +def test_to_ros_detection2d(loaded_detection3d): + """Test converting Detection3D to ROS Detection2D message.""" + detection3d = loaded_detection3d + + # Convert to ROS Detection2D + ros_det = detection3d.to_ros_detection2d() + + # Verify the conversion produced a valid object + assert ros_det is not None + + # Check header + assert hasattr(ros_det, "header") + # Convert ROS time back to float for comparison + from dimos.types.timestamped import to_timestamp + + assert abs(to_timestamp(ros_det.header.stamp) - detection3d.ts) < 0.001 + assert ros_det.header.frame_id == "camera_link" + + # Check bounding box + assert hasattr(ros_det, "bbox") + bbox = ros_det.bbox + + # Verify bbox has correct structure + assert hasattr(bbox, "center") + assert hasattr(bbox.center, "position") + assert hasattr(bbox.center.position, "x") + assert hasattr(bbox.center.position, "y") + assert hasattr(bbox, "size_x") + assert hasattr(bbox, "size_y") + + # Calculate expected center from original bbox + x1, y1, x2, y2 = detection3d.bbox + expected_center_x = (x1 + x2) / 2.0 + expected_center_y = (y1 + y2) / 2.0 + expected_width = x2 - x1 + expected_height = y2 - y1 + + # Verify bbox values + assert abs(bbox.center.position.x - expected_center_x) < 0.001 + assert abs(bbox.center.position.y - expected_center_y) < 0.001 + assert abs(bbox.size_x - expected_width) < 0.001 + assert abs(bbox.size_y - expected_height) < 0.001 + + # Check results (hypotheses) + assert hasattr(ros_det, "results") + assert len(ros_det.results) == 1 + + hypothesis = ros_det.results[0] + assert hasattr(hypothesis, "hypothesis") + assert hypothesis.hypothesis.class_id == detection3d.class_id + assert hypothesis.hypothesis.score == detection3d.confidence + + # Check ID + assert hasattr(ros_det, "id") + assert ros_det.id == str(detection3d.track_id) + + print(f"\nSuccessfully converted Detection3D to ROS Detection2D") + print(f"Header timestamp: {to_timestamp(ros_det.header.stamp)}") + print(f"Header frame_id: {ros_det.header.frame_id}") + print(f"Bbox center: ({bbox.center.position.x}, {bbox.center.position.y})") + print(f"Bbox size: {bbox.size_x} x {bbox.size_y}") + print(f"Class ID: {hypothesis.hypothesis.class_id}") + print(f"Confidence: {hypothesis.hypothesis.score}") + print(f"Track ID: {ros_det.id}") + + +def test_from_ros_detection2d(loaded_detection3d): + """Test converting from ROS Detection2D message back to Detection2D object.""" + # First convert to ROS format + ros_det = loaded_detection3d.to_ros_detection2d() + + # Then convert back to Detection2D + detection2d_converted = Detection2D.from_ros_detection2d(ros_det, name=loaded_detection3d.name) + + # Verify all fields match + assert isinstance(detection2d_converted, Detection2D) + + # Check bbox (allowing small floating point differences) + for i in range(4): + assert abs(detection2d_converted.bbox[i] - loaded_detection3d.bbox[i]) < 0.001 + + # Check other fields + assert detection2d_converted.track_id == loaded_detection3d.track_id + assert detection2d_converted.class_id == loaded_detection3d.class_id + assert abs(detection2d_converted.confidence - loaded_detection3d.confidence) < 0.001 + assert detection2d_converted.ts == loaded_detection3d.ts + assert detection2d_converted.name == loaded_detection3d.name + + print(f"\nSuccessfully converted ROS Detection2D back to Detection2D") + print(f"Original bbox: {loaded_detection3d.bbox}") + print(f"Converted bbox: {detection2d_converted.bbox}") + print(f"Track ID: {detection2d_converted.track_id}") + print(f"Class ID: {detection2d_converted.class_id}") + print(f"Confidence: {detection2d_converted.confidence}") + print(f"Timestamp: {detection2d_converted.ts}") + print(f"Name: {detection2d_converted.name}") + + +def test_roundtrip_conversion(): + """Test roundtrip conversion: Detection2D -> ROS -> Detection2D.""" + # Create a Detection2D object + original = Detection2D( + bbox=(100.0, 200.0, 300.0, 400.0), + track_id=42, + class_id=3, + confidence=0.95, + name="test_object", + ts=1234567890.123, + ) + + # Convert to ROS + ros_det = original.to_ros_detection2d() + + # Convert back + converted = Detection2D.from_ros_detection2d(ros_det, name=original.name) + + # Verify roundtrip + assert converted.bbox == original.bbox + assert converted.track_id == original.track_id + assert converted.class_id == original.class_id + assert converted.confidence == original.confidence + assert converted.ts == original.ts + assert converted.name == original.name + + print("\nRoundtrip conversion successful!") + print(f"Original: {original}") + print(f"Converted: {converted}") diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index ecd7e6721c..3dc78c37d4 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -27,7 +27,6 @@ from dimos_lcm.foxglove_msgs.Point2 import Point2 from dimos_lcm.vision_msgs import ( BoundingBox2D, - Detection2DArray, ObjectHypothesis, ObjectHypothesisWithPose, Point2D, @@ -40,7 +39,7 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header -from dimos.types.timestamped import Timestamped, to_ros_stamp +from dimos.types.timestamped import Timestamped, to_ros_stamp, to_timestamp Bbox = Tuple[float, float, float, float] CenteredBbox = Tuple[float, float, float, float] @@ -55,7 +54,7 @@ def better_detection_format(inconvinient_detections: InconvinientDetectionFormat) -> Detections: bboxes, track_ids, class_ids, confidences, names = inconvinient_detections return [ - (bbox, track_id, class_id, confidence, name[0] if name else "") + (bbox, track_id, class_id, confidence, name if name else "") for bbox, track_id, class_id, confidence, name in zip( bboxes, track_ids, class_ids, confidences, names ) @@ -105,7 +104,7 @@ def get_bbox_center(self) -> CenteredBbox: height = float(y2 - y1) return (center_x, center_y, width, height) - def build_bbox(self) -> BoundingBox2D: + def to_ros_bbox(self) -> BoundingBox2D: center_x, center_y, width, height = self.get_bbox_center() return BoundingBox2D( center=Pose2D( @@ -153,10 +152,54 @@ def to_imageannotations(self) -> ImageAnnotations: ], ) - def to_detection2d(self) -> ROSDetection2D: + @classmethod + def from_ros_detection2d(cls, ros_det: ROSDetection2D, **kwargs) -> "Detection2D": + """Convert from ROS Detection2D message to Detection2D object.""" + # Extract bbox from ROS format + center_x = ros_det.bbox.center.position.x + center_y = ros_det.bbox.center.position.y + width = ros_det.bbox.size_x + height = ros_det.bbox.size_y + + # Convert centered bbox to corner format + x1 = center_x - width / 2.0 + y1 = center_y - height / 2.0 + x2 = center_x + width / 2.0 + y2 = center_y + height / 2.0 + bbox = (x1, y1, x2, y2) + + # Extract hypothesis info + class_id = 0 + confidence = 0.0 + if ros_det.results: + hypothesis = ros_det.results[0].hypothesis + class_id = hypothesis.class_id + confidence = hypothesis.score + + # Extract track_id + track_id = int(ros_det.id) if ros_det.id.isdigit() else 0 + + # Extract timestamp + ts = to_timestamp(ros_det.header.stamp) + + # Name is not stored in ROS Detection2D, so we'll use a placeholder + # Remove 'name' from kwargs if present to avoid duplicate + name = kwargs.pop("name", f"class_{class_id}") + + return cls( + bbox=bbox, + track_id=track_id, + class_id=class_id, + confidence=confidence, + name=name, + ts=ts, + **kwargs, + ) + + def to_ros_detection2d(self) -> ROSDetection2D: return ROSDetection2D( header=Header(self.ts, "camera_link"), - bbox=self.build_bbox(), + bbox=self.to_ros_bbox(), results=[ ObjectHypothesisWithPose( ObjectHypothesis( @@ -165,8 +208,7 @@ def to_detection2d(self) -> ROSDetection2D: ) ) ], - source_id="", - id=self.track_id, + id=str(self.track_id), ) def to_3d(self, **kwargs) -> "Detection3D": diff --git a/dimos/robot/unitree_webrtc/connection.py b/dimos/robot/unitree_webrtc/connection.py index 30189f4887..5ba9bf72b0 100644 --- a/dimos/robot/unitree_webrtc/connection.py +++ b/dimos/robot/unitree_webrtc/connection.py @@ -172,7 +172,7 @@ def raw_odom_stream(self) -> Subject[Pose]: def lidar_stream(self) -> Subject[LidarMessage]: return backpressure( self.raw_lidar_stream().pipe( - ops.map(lambda raw_frame: LidarMessage.from_msg(raw_frame)) + ops.map(lambda raw_frame: LidarMessage.from_msg(raw_frame, ts=time.time())) ) ) diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 428a81f39e..672657f042 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -136,13 +136,13 @@ def record(self, recording_name: str): from dimos.utils.testing import TimedSensorStorage lidar_store = TimedSensorStorage(f"{recording_name}/lidar") - lidar_store.save_stream(self.connection.raw_lidar_stream()).subscribe(lambda x: x) + lidar_store.save_stream(self.connection.lidar_stream()).subscribe(lambda x: x) odom_store = TimedSensorStorage(f"{recording_name}/odom") odom_store.save_stream(self.connection.raw_odom_stream()).subscribe(lambda x: x) video_store = TimedSensorStorage(f"{recording_name}/video") - video_store.save_stream(self.connection.raw_video_stream()).subscribe(lambda x: x) + video_store.save_stream(self.connection.video_stream()).subscribe(lambda x: x) @rpc def start(self): @@ -169,6 +169,10 @@ def image_pub(img): lambda odom: self._publish_tf(odom) and self.odom.publish(odom) ) + # self.connection.lidar_stream().subscribe(lambda lidar: print("LIDAR", lidar.ts)) + # self.connection.video_stream().subscribe(lambda video: print("IMAGE", video.ts)) + # self.connection.odom_stream().subscribe(lambda odom: print("ODOM", odom.ts)) + def attach_frame_id(image: Image) -> Image: image.frame_id = "camera_optical" @@ -176,10 +180,10 @@ def attach_frame_id(image: Image) -> Image: int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) ) - sharpness_window( - 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) - ).subscribe(image_pub) - + # sharpness_window( + # 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) + # ).subscribe(image_pub) + self.connection.video_stream().subscribe(image_pub) # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) self.camera_info_stream().subscribe(self.camera_info.publish) self.movecmd.subscribe(self.connection.move) diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index 075ca28b2c..36d25bef18 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -20,8 +20,8 @@ from dimos.core import LCMTransport, start from dimos.msgs.sensor_msgs import PointCloud2 -from dimos.perception.detection2d import Detection2DArrayFix, DetectionPointcloud -from dimos.perception.detection2d.module import DetectionPointcloudDb +from dimos.perception.detection2d import Detection2DArrayFix +from dimos.perception.detection2d.module import Detection3DModule from dimos.protocol.pubsub import lcm from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation from dimos.utils.logging_config import setup_logger @@ -33,9 +33,10 @@ def detection_unitree(): dimos = start(6) connection = deploy_connection(dimos, loop=False, speed=0.2) + connection.record("unitree_go2_lidar_corrected") mapper = deploy_navigation(dimos, connection) - detection = dimos.deploy(DetectionPointcloudDb) + detection = dimos.deploy(Detection3DModule) detection.image.connect(connection.video) detection.camera_info.connect(connection.camera_info) @@ -45,7 +46,7 @@ def detection_unitree(): detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) detection.filtered_pointcloud.transport = LCMTransport("/filtered_pointcloud", PointCloud2) - detection.start() + # detection.start() try: while True: diff --git a/dimos/robot/unitree_webrtc/type/lidar.py b/dimos/robot/unitree_webrtc/type/lidar.py index fec56f9f44..bd202c8ca9 100644 --- a/dimos/robot/unitree_webrtc/type/lidar.py +++ b/dimos/robot/unitree_webrtc/type/lidar.py @@ -64,7 +64,7 @@ def __init__(self, **kwargs): self.resolution = kwargs.get("resolution", 0.05) @classmethod - def from_msg(cls: "LidarMessage", raw_message: RawLidarMsg) -> "LidarMessage": + def from_msg(cls: "LidarMessage", raw_message: RawLidarMsg, **kwargs) -> "LidarMessage": data = raw_message["data"] points = data["data"]["points"] pointcloud = o3d.geometry.PointCloud() @@ -75,14 +75,15 @@ def from_msg(cls: "LidarMessage", raw_message: RawLidarMsg) -> "LidarMessage": # to shift the pointcloud by it's origin # # pointcloud.translate((origin / 2).to_tuple()) - - return cls( - origin=origin, - resolution=data["resolution"], - pointcloud=pointcloud, - ts=data["stamp"], - raw_msg=raw_message, - ) + cls_data = { + "origin": origin, + "resolution": data["resolution"], + "pointcloud": pointcloud, + "ts": data["stamp"], + "raw_msg": raw_message, + **kwargs, + } + return cls(**cls_data) def __repr__(self): return f"LidarMessage(ts={to_human_readable(self.ts)}, origin={self.origin}, resolution={self.resolution}, {self.pointcloud})" diff --git a/dimos/types/timestamped.py b/dimos/types/timestamped.py index 39b3f606b5..c404ef3a79 100644 --- a/dimos/types/timestamped.py +++ b/dimos/types/timestamped.py @@ -42,6 +42,13 @@ def to_timestamp(ts: TimeLike) -> float: return float(ts) if isinstance(ts, dict) and "sec" in ts and "nanosec" in ts: return ts["sec"] + ts["nanosec"] / 1e9 + # Check for ROS Time-like objects by attributes + if hasattr(ts, "sec") and (hasattr(ts, "nanosec") or hasattr(ts, "nsec")): + # Handle both std_msgs.Time (nsec) and builtin_interfaces.Time (nanosec) + if hasattr(ts, "nanosec"): + return ts.sec + ts.nanosec / 1e9 + else: # has nsec + return ts.sec + ts.nsec / 1e9 raise TypeError("unsupported timestamp type") @@ -85,8 +92,8 @@ def __init__(self, ts: float): def dt(self) -> datetime: return datetime.fromtimestamp(self.ts, tz=timezone.utc).astimezone() - def ros_timestamp(self) -> dict[str, int]: - """Convert timestamp to ROS-style dictionary.""" + def ros_timestamp(self) -> list[int]: + """Convert timestamp to ROS-style list [sec, nanosec].""" sec = int(self.ts) nanosec = int((self.ts - sec) * 1_000_000_000) return [sec, nanosec] @@ -265,3 +272,62 @@ def dispose(): return dispose return create(subscribe) + + +def align_timestamped_multiple( + primary_observable: Observable[PRIMARY], + *secondary_observables: Observable[SECONDARY], + buffer_size: float = 1.0, # seconds + match_tolerance: float = 0.05, # seconds +) -> Observable[Tuple[PRIMARY, ...]]: + """Align a primary observable with multiple secondary observables. + + Args: + primary_observable: The primary stream to align against + *secondary_observables: Secondary streams to align + buffer_size: Time window to keep secondary messages in seconds + match_tolerance: Maximum time difference for matching in seconds + + Returns: + Observable that emits tuples of (primary_item, secondary1, secondary2, ...) + where each secondary item is the closest match from the corresponding + secondary observable, or None if no match within tolerance. + """ + from reactivex import create + + def subscribe(observer, scheduler=None): + # Create a buffer collection for each secondary observable + secondary_collections: list[TimestampedBufferCollection[SECONDARY]] = [ + TimestampedBufferCollection(buffer_size) for _ in secondary_observables + ] + + # Subscribe to all secondary observables + secondary_subs = [] + for i, secondary_obs in enumerate(secondary_observables): + sub = secondary_obs.subscribe(secondary_collections[i].add) + secondary_subs.append(sub) + + def on_primary(primary_item: PRIMARY): + # Find closest match from each secondary collection + secondary_items = [] + for collection in secondary_collections: + secondary_item = collection.find_closest(primary_item.ts, tolerance=match_tolerance) + secondary_items.append(secondary_item) + + # Emit the aligned tuple (flatten into single tuple) + observer.on_next((primary_item, *secondary_items)) + + # Subscribe to primary and emit aligned tuples + primary_sub = primary_observable.subscribe( + on_next=on_primary, on_error=observer.on_error, on_completed=observer.on_completed + ) + + # Return cleanup function + def dispose(): + for sub in secondary_subs: + sub.dispose() + primary_sub.dispose() + + return dispose + + return create(subscribe) From 3402f8880331de277d66b2286f86c891f667139b Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 13:33:03 -0700 Subject: [PATCH 21/44] better replay --- .../unitree_webrtc/modular/connection_module.py | 17 ++++++++++------- .../unitree_webrtc/modular/ivan_unitree.py | 2 +- 2 files changed, 11 insertions(+), 8 deletions(-) diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 672657f042..29bc814340 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -58,12 +58,14 @@ class FakeRTC(UnitreeWebRTCConnection): + dir_name = "unitree_go2_lidar_corrected" + # we don't want UnitreeWebRTCConnection to init def __init__( self, **kwargs, ): - get_data("unitree_office_walk") + get_data(self.dir_name) self.replay_config = { "loop": kwargs.get("loop"), "seek": kwargs.get("seek"), @@ -83,24 +85,25 @@ def liedown(self): print("liedown suppressed") @functools.cache - def raw_lidar_stream(self): + def lidar_stream(self): print("lidar stream start") - lidar_store = TimedSensorReplay("unitree_office_walk/lidar") + lidar_store = TimedSensorReplay(f"{self.dir_name}/lidar") return lidar_store.stream(**self.replay_config) @functools.cache def raw_odom_stream(self): print("odom stream start") - odom_store = TimedSensorReplay("unitree_office_walk/odom") - return odom_store.stream(**self.replay_config) + odom_store = TimedSensorReplay(f"{self.dir_name}/odom") + + return odom_store.stream(**self.replay_config, debug=True) # we don't have raw video stream in the data set @functools.cache def raw_video_stream(self): print("video stream start") video_store = TimedSensorReplay( - "unitree_office_walk/video", - autocast=lambda data: Image.from_numpy(data, format=ImageFormat.RGB), + f"{self.dir_name}/video", + # autocast=lambda data: Image.from_numpy(data, format=ImageFormat.RGB), ) return video_store.stream(**self.replay_config) diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index 36d25bef18..a421c3c10c 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -33,7 +33,7 @@ def detection_unitree(): dimos = start(6) connection = deploy_connection(dimos, loop=False, speed=0.2) - connection.record("unitree_go2_lidar_corrected") + # connection.record("unitree_go2_lidar_corrected") mapper = deploy_navigation(dimos, connection) detection = dimos.deploy(Detection3DModule) From 9f1f27ba5314bd7f7b843ad8540e846cd18b4cfc Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 17:28:03 -0700 Subject: [PATCH 22/44] merge fixes --- dimos/core/__init__.py | 4 +-- .../modular/connection_module.py | 26 +++++++++++++------ .../unitree_webrtc/modular/ivan_unitree.py | 8 +++--- 3 files changed, 24 insertions(+), 14 deletions(-) diff --git a/dimos/core/__init__.py b/dimos/core/__init__.py index ccf31a5097..d66362089f 100644 --- a/dimos/core/__init__.py +++ b/dimos/core/__init__.py @@ -8,13 +8,13 @@ import dimos.core.colors as colors from dimos.core.core import rpc -from dimos.core.module import Module, ModuleBase +from dimos.core.module import Module, ModuleBase, ModuleConfig from dimos.core.stream import In, Out, RemoteIn, RemoteOut, Transport from dimos.core.transport import ( LCMTransport, + SHMTransport, ZenohTransport, pLCMTransport, - SHMTransport, pSHMTransport, ) from dimos.protocol.rpc.lcmrpc import LCMRPC diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index f95453db1a..34ebdf7a4a 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -20,6 +20,7 @@ import os import time import warnings +from dataclasses import dataclass from typing import List, Optional import reactivex as rx @@ -27,7 +28,8 @@ from reactivex import operators as ops from reactivex.observable import Observable -from dimos.core import In, Module, Out, rpc +from dimos.core import In, LCMTransport, Module, ModuleConfig, Out, rpc +from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Twist, Vector3 from dimos.msgs.sensor_msgs.Image import Image, sharpness_window from dimos.msgs.std_msgs import Header @@ -36,7 +38,7 @@ from dimos.robot.unitree_webrtc.type.lidar import LidarMessage from dimos.utils.data import get_data from dimos.utils.logging_config import setup_logger -from dimos.utils.testing import TimedSensorReplay +from dimos.utils.testing import TimedSensorReplay, TimedSensorStorage logger = setup_logger("dimos.robot.unitree_webrtc.unitree_go2", level=logging.INFO) @@ -95,7 +97,7 @@ def raw_odom_stream(self): print("odom stream start") odom_store = TimedSensorReplay(f"{self.dir_name}/odom") - return odom_store.stream(**self.replay_config, debug=True) + return odom_store.stream(**self.replay_config) # we don't have raw video stream in the data set @functools.cache @@ -120,6 +122,14 @@ def publish_request(self, topic: str, data: dict): return {"status": "ok", "message": "Fake publish"} +@dataclass +class ConnectionModuleConfig(ModuleConfig): + ip: Optional[str] = None + connection_type: str = "fake" # or "fake" or "mujoco" + loop: bool = False # For fake connection + speed: float = 1.0 # For fake connection + + class ConnectionModule(Module): camera_info: Out[CameraInfo] = None odom: Out[PoseStamped] = None @@ -129,6 +139,8 @@ class ConnectionModule(Module): connection = None + default_config = ConnectionModuleConfig + def __init__(self, connection_type: str = "webrtc", *args, **kwargs): self.connection_config = kwargs self.connection_type = connection_type @@ -136,15 +148,13 @@ def __init__(self, connection_type: str = "webrtc", *args, **kwargs): @rpc def record(self, recording_name: str): - from dimos.utils.testing import TimedSensorStorage - - lidar_store = TimedSensorStorage(f"{recording_name}/lidar") + lidar_store: TimedSensorStorage = TimedSensorStorage(f"{recording_name}/lidar") lidar_store.save_stream(self.connection.lidar_stream()).subscribe(lambda x: x) - odom_store = TimedSensorStorage(f"{recording_name}/odom") + odom_store: TimedSensorStorage = TimedSensorStorage(f"{recording_name}/odom") odom_store.save_stream(self.connection.raw_odom_stream()).subscribe(lambda x: x) - video_store = TimedSensorStorage(f"{recording_name}/video") + video_store: TimedSensorStorage = TimedSensorStorage(f"{recording_name}/video") video_store.save_stream(self.connection.video_stream()).subscribe(lambda x: x) @rpc diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index eb1304c556..d6e7475ae7 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -18,6 +18,7 @@ from dimos_lcm.sensor_msgs import CameraInfo from dimos.core import LCMTransport, start +from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.sensor_msgs import PointCloud2 from dimos.perception.detection2d import Detection2DArrayFix from dimos.perception.detection2d.module import Detection3DModule @@ -33,19 +34,18 @@ def detection_unitree(): connection = deploy_connection(dimos, loop=False, speed=0.2) # connection.record("unitree_go2_lidar_corrected") - mapper = deploy_navigation(dimos, connection) + # mapper = deploy_navigation(dimos, connection) detection = dimos.deploy(Detection3DModule) - detection.image.connect(connection.video) detection.camera_info.connect(connection.camera_info) - detection.pointcloud.connect(mapper.global_map) + detection.pointcloud.connect(connection.lidar) detection.detections.transport = LCMTransport("/detections", Detection2DArrayFix) detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) detection.filtered_pointcloud.transport = LCMTransport("/filtered_pointcloud", PointCloud2) - # detection.start() + detection.start() try: while True: From 47c334aa0b5264658bf61422e776f4b819057c5a Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 18:04:47 -0700 Subject: [PATCH 23/44] fixed replay --- dimos/perception/detection2d/test_module.py | 3 +- dimos/utils/testing.py | 38 ++++++++++----------- 2 files changed, 19 insertions(+), 22 deletions(-) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index de8d75179f..d2dc27ca1b 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -47,7 +47,6 @@ def moment(): seek = 10 lidar_frame = TimedSensorReplay(f"{data_dir}/lidar").find_closest_seek(seek) - image_frame = TimedSensorReplay( f"{data_dir}/video", ).find_closest(lidar_frame.ts) @@ -145,7 +144,7 @@ def test_basic(moment): detection3d = detection3d_list[0] num_points = len(detection3d.pointcloud.pointcloud.points) print(f"Number of points in first detection: {num_points}") - assert num_points == 10, f"Expected 10 points, got {num_points}" + assert num_points == 81, f"Expected 10 points, got {num_points}" # from https://www.open3d.org/docs/release/python_api/open3d.geometry.PointCloud.html diff --git a/dimos/utils/testing.py b/dimos/utils/testing.py index f7d66c479f..26100ee9c5 100644 --- a/dimos/utils/testing.py +++ b/dimos/utils/testing.py @@ -13,6 +13,7 @@ # limitations under the License. import glob +import logging import os import pickle import time @@ -20,21 +21,13 @@ from typing import Any, Callable, Generic, Iterator, Optional, Tuple, TypeVar, Union from reactivex import ( - concat, - concat_with_iterable, - empty, from_iterable, interval, - just, - merge, - timer, ) from reactivex import operators as ops -from reactivex import timer as rx_timer from reactivex.observable import Observable from reactivex.scheduler import TimeoutScheduler -from dimos.types.timestamped import Timestamped, TimestampedCollection from dimos.utils.data import _get_data_dir, get_data T = TypeVar("T") @@ -49,9 +42,12 @@ class SensorReplay(Generic[T]): For example: lambda data: LidarMessage.from_msg(data) """ - def __init__(self, name: str, autocast: Optional[Callable[[Any], T]] = None): + debug: Optional[str] + + def __init__(self, name: str, autocast: Optional[Callable[[Any], T]] = None, debug=None): self.root_dir = get_data(name) self.autocast = autocast + self.debug = debug def load(self, *names: Union[int, str]) -> Union[T, Any, list[T], list[Any]]: if len(names) == 1: @@ -59,6 +55,8 @@ def load(self, *names: Union[int, str]) -> Union[T, Any, list[T], list[Any]]: return list(map(lambda name: self.load_one(name), names)) def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: + if self.debug: + print(f"{self.debug} load {name}") if isinstance(name, int): full_path = self.root_dir / f"/{name:03d}.pickle" elif isinstance(name, Path): @@ -78,18 +76,15 @@ def first(self) -> Optional[Union[T, Any]]: except StopIteration: return None - def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: + def iterate(self) -> Iterator[Union[T, Any]]: pattern = os.path.join(self.root_dir, "*") - files = sorted(glob.glob(pattern)) - - if not files: - return - - while True: - for file_path in files: - yield self.load_one(Path(file_path)) - if not loop: - break + for file_path in sorted( + glob.glob(pattern), + key=lambda x: int(os.path.basename(x).split(".")[0]) + if os.path.basename(x).split(".")[0].isdigit() + else 0, + ): + yield self.load_one(Path(file_path)) def stream( self, rate_hz: Optional[float] = None, loop: bool = False @@ -175,6 +170,9 @@ def save_one(self, frame: T) -> int: class TimedSensorReplay(SensorReplay[T]): def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: + if self.debug: + print(f"{self.debug} load {name}") + if isinstance(name, int): full_path = self.root_dir / f"/{name:03d}.pickle" elif isinstance(name, Path): From 0316e54918745d789be71632e53a80113a1a7a23 Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 18:25:48 -0700 Subject: [PATCH 24/44] split into module2d and module3d --- dimos/perception/detection2d/__init__.py | 5 +- dimos/perception/detection2d/module2D.py | 75 +++++++++++++++++ .../detection2d/{module.py => module3D.py} | 82 ++----------------- dimos/perception/detection2d/test_module.py | 8 +- .../unitree_webrtc/modular/ivan_unitree.py | 2 +- 5 files changed, 90 insertions(+), 82 deletions(-) create mode 100644 dimos/perception/detection2d/module2D.py rename dimos/perception/detection2d/{module.py => module3D.py} (81%) diff --git a/dimos/perception/detection2d/__init__.py b/dimos/perception/detection2d/__init__.py index 76f4429a2f..bdcf9ca827 100644 --- a/dimos/perception/detection2d/__init__.py +++ b/dimos/perception/detection2d/__init__.py @@ -1,6 +1,7 @@ -from dimos.perception.detection2d.module import ( - Detection2DArrayFix, +from dimos.perception.detection2d.module2D import ( Detection2DModule, +) +from dimos.perception.detection2d.module3D import ( Detection3DModule, ) from dimos.perception.detection2d.utils import * diff --git a/dimos/perception/detection2d/module2D.py b/dimos/perception/detection2d/module2D.py new file mode 100644 index 0000000000..ab94130bc6 --- /dev/null +++ b/dimos/perception/detection2d/module2D.py @@ -0,0 +1,75 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import functools +from typing import Any, Callable, List, Optional + +from dimos_lcm.foxglove_msgs.ImageAnnotations import ( + ImageAnnotations, +) +from reactivex import operators as ops + +from dimos.core import In, Module, Out, rpc +from dimos.msgs.sensor_msgs import Image +from dimos.perception.detection2d.type import ( + Detection2D, +) +from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector + + +class Detection2DModule(Module): + image: In[Image] = None # type: ignore + detections: Out[Detection2D] = None # type: ignore + annotations: Out[ImageAnnotations] = None # type: ignore + + # _initDetector = Detic2DDetector + _initDetector = Yolo2DDetector + + def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): + super().__init__(*args, **kwargs) + if detector: + self._detectorClass = detector + self.detector = self._initDetector() + + def process_frame(self, image: Image) -> List[Detection2D]: + detections = Detection2D.from_detector( + self.detector.process_image(image.to_opencv()), image=image + ) + return detections + + @functools.cache + def detection_stream(self): + # Returns stream of individual Detection2D objects + detection_stream = self.image.observable().pipe( + ops.map(self.process_frame), + ops.flat_map( + lambda detections: ops.from_iterable(detections) + ), # Flatten list to individual items + ) + + # Publish each detection individually + detection_stream.subscribe(self.detections.publish) + + # Convert each Detection2D to ImageAnnotations + detection_stream.pipe(ops.map(lambda detection: detection.to_imageannotations())).subscribe( + self.annotations.publish + ) + + return detection_stream + + @rpc + def start(self): + self.detection_stream() + + @rpc + def stop(self): ... diff --git a/dimos/perception/detection2d/module.py b/dimos/perception/detection2d/module3D.py similarity index 81% rename from dimos/perception/detection2d/module.py rename to dimos/perception/detection2d/module3D.py index 4dac2a24fb..137b9d3bcf 100644 --- a/dimos/perception/detection2d/module.py +++ b/dimos/perception/detection2d/module3D.py @@ -12,35 +12,23 @@ # See the License for the specific language governing permissions and # limitations under the License. import functools -import pickle import time -from typing import Any, Callable, List, Optional, Tuple +from typing import List, Optional, Tuple import numpy as np -from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( ImageAnnotations, - PointsAnnotation, - TextAnnotation, ) -from dimos_lcm.foxglove_msgs.Point2 import Point2 from dimos_lcm.sensor_msgs import CameraInfo -from dimos_lcm.vision_msgs import ( - BoundingBox2D, - Detection2D, - ObjectHypothesis, - ObjectHypothesisWithPose, - Point2D, - Pose2D, -) +from dimos_lcm.vision_msgs import Detection2D as ROSDetection2D from reactivex import operators as ops -from reactivex.observable import Observable -from dimos.core import In, Module, Out, rpc +from dimos.core import In, Out, rpc from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header from dimos.msgs.vision_msgs import Detection2DArray +from dimos.perception.detection2d.module2D import Detection2DModule # from dimos.perception.detection2d.detic import Detic2DDetector from dimos.perception.detection2d.type import ( @@ -48,22 +36,14 @@ Detection3D, build_imageannotations, ) -from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector -from dimos.protocol.tf.tf import TF -from dimos.types.timestamped import to_ros_stamp - - -class Detection2DArrayFix(Detection2DArray): - msg_name = "vision_msgs.Detection2DArray" - # Type aliases for clarity ImageDetections = Tuple[Image, List[Detection2D]] ImageDetection = Tuple[Image, Detection2D] -def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2DArrayFix: - """Build Detection2DArrayFix from image and list of Detection2D objects.""" +def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2DArray: + """Build Detection2DArray from image and list of Detection2D objects.""" [image, detections] = imageDetections return Detection2DArray( detections_length=len(detections), @@ -72,60 +52,12 @@ def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2D ) -class Detection2DModule(Module): - image: In[Image] = None # type: ignore - detections: Out[Detection2D] = None # type: ignore - annotations: Out[ImageAnnotations] = None # type: ignore - - # _initDetector = Detic2DDetector - _initDetector = Yolo2DDetector - - def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): - super().__init__(*args, **kwargs) - if detector: - self._detectorClass = detector - self.detector = self._initDetector() - - def process_frame(self, image: Image) -> List[Detection2D]: - detections = Detection2D.from_detector( - self.detector.process_image(image.to_opencv()), image=image - ) - return detections - - @functools.cache - def detection_stream(self): - # Returns stream of individual Detection2D objects - detection_stream = self.image.observable().pipe( - ops.map(self.process_frame), - ops.flat_map( - lambda detections: ops.from_iterable(detections) - ), # Flatten list to individual items - ) - - # Publish each detection individually - detection_stream.subscribe(self.detections.publish) - - # Convert each Detection2D to ImageAnnotations - detection_stream.pipe(ops.map(lambda detection: detection.to_imageannotations())).subscribe( - self.annotations.publish - ) - - return detection_stream - - @rpc - def start(self): - self.detection_stream() - - @rpc - def stop(self): ... - - class Detection3DModule(Detection2DModule): camera_info: In[CameraInfo] = None # type: ignore pointcloud: In[PointCloud2] = None # type: ignore filtered_pointcloud: Out[PointCloud2] = None # type: ignore image: In[Image] = None # type: ignore - detections: Out[Detection2DArrayFix] = None # type: ignore + detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore def detect(self, image: Image) -> ImageDetections: diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index d2dc27ca1b..798c9eaacf 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -23,8 +23,9 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import PointCloud2 from dimos.msgs.sensor_msgs.Image import Image -from dimos.perception.detection2d import Detection2DArrayFix, Detection2DModule -from dimos.perception.detection2d.module import Detection3D, build_imageannotations + +from dimos.perception.detection2d.module2D import Detection2DModule +from dimos.perception.detection2d.module3D import Detection3DModule, build_imageannotations from dimos.protocol.service import lcmservice as lcm from dimos.protocol.tf import TF from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule @@ -33,6 +34,7 @@ from dimos.utils.data import get_data from dimos.utils.testing import TimedSensorReplay + # Global path for the detection result pickle file TEST_DIR = os.path.dirname(__file__) DETECTION_RESULT_PKL = os.path.join(TEST_DIR, "detection_result.pkl") @@ -106,8 +108,6 @@ def test_basic(moment): camera_transform = tf.get("camera_optical", "world") - from dimos.perception.detection2d.module import Detection3DModule - detector = Detection3DModule() detections = Detection2DModule.process_frame(detector, image_frame) diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index d6e7475ae7..7373d5c106 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -45,7 +45,7 @@ def detection_unitree(): detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) detection.filtered_pointcloud.transport = LCMTransport("/filtered_pointcloud", PointCloud2) - detection.start() + # detection.start() try: while True: From d3f22192f20b75da4d77b398c0213fbc05e196b4 Mon Sep 17 00:00:00 2001 From: lesh Date: Mon, 15 Sep 2025 19:11:39 -0700 Subject: [PATCH 25/44] better imageannotations --- dimos/msgs/foxglove_msgs/ImageAnnotations.py | 11 ++ dimos/perception/detection2d/module2D.py | 7 +- dimos/perception/detection2d/test_module.py | 20 ++- dimos/perception/detection2d/type.py | 155 +++++++++++++----- .../modular/connection_module.py | 6 +- 5 files changed, 147 insertions(+), 52 deletions(-) diff --git a/dimos/msgs/foxglove_msgs/ImageAnnotations.py b/dimos/msgs/foxglove_msgs/ImageAnnotations.py index 6a1c668a4b..1f58b09d73 100644 --- a/dimos/msgs/foxglove_msgs/ImageAnnotations.py +++ b/dimos/msgs/foxglove_msgs/ImageAnnotations.py @@ -16,6 +16,17 @@ class ImageAnnotations(FoxgloveImageAnnotations): + def __add__(self, other: "ImageAnnotations") -> "ImageAnnotations": + points = self.points + other.points + texts = self.texts + other.texts + + return ImageAnnotations( + texts=texts, + texts_length=len(texts), + points=points, + points_length=len(points), + ) + def agent_encode(self) -> str: if len(self.texts) == 0: return None diff --git a/dimos/perception/detection2d/module2D.py b/dimos/perception/detection2d/module2D.py index ab94130bc6..c2ea47abd2 100644 --- a/dimos/perception/detection2d/module2D.py +++ b/dimos/perception/detection2d/module2D.py @@ -60,9 +60,14 @@ def detection_stream(self): # Publish each detection individually detection_stream.subscribe(self.detections.publish) + def pubannotations(annotations: ImageAnnotations): + print("Publishing annotations with", len(annotations.annotations), "items") + print(annotations) + self.annotations.publish(annotations) + # Convert each Detection2D to ImageAnnotations detection_stream.pipe(ops.map(lambda detection: detection.to_imageannotations())).subscribe( - self.annotations.publish + pubannotations ) return detection_stream diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 798c9eaacf..1780f6f8a6 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import functools import os import pickle @@ -23,7 +24,6 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import PointCloud2 from dimos.msgs.sensor_msgs.Image import Image - from dimos.perception.detection2d.module2D import Detection2DModule from dimos.perception.detection2d.module3D import Detection3DModule, build_imageannotations from dimos.protocol.service import lcmservice as lcm @@ -34,7 +34,6 @@ from dimos.utils.data import get_data from dimos.utils.testing import TimedSensorReplay - # Global path for the detection result pickle file TEST_DIR = os.path.dirname(__file__) DETECTION_RESULT_PKL = os.path.join(TEST_DIR, "detection_result.pkl") @@ -42,21 +41,27 @@ @pytest.fixture def moment(): - # data_dir = "unitree_office_walk" data_dir = "unitree_go2_lidar_corrected" get_data(data_dir) seek = 10 lidar_frame = TimedSensorReplay(f"{data_dir}/lidar").find_closest_seek(seek) + image_frame = TimedSensorReplay( f"{data_dir}/video", ).find_closest(lidar_frame.ts) + image_frame.frame_id = "camera_optical" + odom_frame = TimedSensorReplay(f"{data_dir}/odom", autocast=Odometry.from_msg).find_closest( lidar_frame.ts ) + print("odom", odom_frame) + print("lidar", lidar_frame) + print("image", image_frame) + transforms = ConnectionModule._odom_to_tf(odom_frame) return [ @@ -95,6 +100,7 @@ def publish_lcm( camera_info_transport.publish(camera_info) annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) + print("Annotations are", annotations.points) annotations_transport.publish(annotations) publish_detected_pc(detected_pc) @@ -133,7 +139,13 @@ def test_basic(moment): image_frame, odom_frame, camera_info, - build_imageannotations((image_frame, detections)), + functools.reduce( + lambda accum, detection: detection.to_annotations() + if accum is None + else accum + detection.to_annotations(), + detection3d_list, + None, + ), detection3d_list, ) diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 3dc78c37d4..75b811e996 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -14,13 +14,13 @@ from __future__ import annotations +import functools from dataclasses import dataclass from typing import List, Optional, Tuple import numpy as np from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( - ImageAnnotations, PointsAnnotation, TextAnnotation, ) @@ -36,6 +36,7 @@ Detection2D as ROSDetection2D, ) +from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header @@ -118,38 +119,63 @@ def to_ros_bbox(self) -> BoundingBox2D: def lcm_encode(self): return self.to_imageannotations().lcm_encode() - def to_imageannotations(self) -> ImageAnnotations: - bbox = self.bbox - points = [ - Point2(x=float(bbox[0]), y=float(bbox[1])), - Point2(x=float(bbox[2]), y=float(bbox[1])), - Point2(x=float(bbox[2]), y=float(bbox[3])), - Point2(x=float(bbox[0]), y=float(bbox[3])), - Point2(x=float(bbox[0]), y=float(bbox[1])), + def to_text_annotation(self) -> List[TextAnnotation]: + x1, y1, x2, y2 = self.bbox + + font_size = int(self.image.height / 35) + return [ + TextAnnotation( + timestamp=to_ros_stamp(self.ts), + position=Point2(x=x1, y=y2 + font_size), + text=f"confidence: {self.confidence:.3f}", + font_size=font_size, + text_color=Color(r=1.0, g=1.0, b=1.0, a=1), + background_color=Color(r=0, g=0, b=0, a=1), + ), + TextAnnotation( + timestamp=to_ros_stamp(self.ts), + position=Point2(x=x1, y=y1), + text=f"{self.name}_{self.class_id}_{self.track_id}", + font_size=font_size, + text_color=Color(r=1.0, g=1.0, b=1.0, a=1), + background_color=Color(r=0, g=0, b=0, a=1), + ), + ] + + def to_points_annotation(self) -> List[PointsAnnotation]: + x1, y1, x2, y2 = self.bbox + + thickness = self.image.height / 720 + + return [ + PointsAnnotation( + timestamp=to_ros_stamp(self.ts), + outline_color=Color(r=0.0, g=0.0, b=0.0, a=1.0), + fill_color=Color(r=1.0, g=0.0, b=0.0, a=0.15), + thickness=thickness, + points_length=4, + points=[ + Point2(x1, y1), + Point2(x1, y2), + Point2(x2, y2), + Point2(x2, y1), + ], + type=PointsAnnotation.LINE_LOOP, + ) ] + + def to_annotations(self) -> ImageAnnotations: + if self.image is None: + raise ValueError("Image is required to create ImageAnnotations") + + points = self.to_points_annotation() + texts = self.to_text_annotation() + return ImageAnnotations( - circles=[], - points=[ - PointsAnnotation( - timestamp=to_ros_stamp(self.ts), - type=PointsAnnotation.LINE_LOOP, - points=points, - outline_color=Color(r=0.0, g=1.0, b=0.0, a=1.0), - outline_colors=[], - fill_color=Color(r=0.0, g=0.0, b=0.0, a=0.0), - thickness=2.0, - ) - ], - texts=[ - TextAnnotation( - timestamp=to_ros_stamp(self.ts), - position=Point2(x=float(bbox[0]), y=float(bbox[3]) + 10), - text=f"{self.name} (id:{self.track_id})", - font_size=16.0, - text_color=Color(r=1.0, g=1.0, b=1.0, a=1.0), - background_color=Color(r=0.0, g=0.0, b=0.0, a=0.8), - ) - ], + texts=texts, + texts_length=len(texts), + points=points, + points_length=len(points), ) @classmethod @@ -234,18 +260,61 @@ def localize(self, pointcloud: PointCloud2) -> Detection3D: return self -def build_imageannotations(image_detections: Tuple[Image, List[Detection2D]]) -> ImageAnnotations: - """Build ImageAnnotations from image and list of Detection2D objects.""" - image, detections = image_detections - if not detections: - return ImageAnnotations(circles=[], points=[], texts=[]) +def build_imageannotation_text(detection: Detection2D) -> List[TextAnnotation]: + x1, y1, x2, y2 = detection.bbox - all_points = [] - all_texts = [] + font_size = int(detection.image.height / 35) + return [ + TextAnnotation( + timestamp=to_ros_stamp(detection.ts), + position=Point2(x=x1, y=y2 + font_size), + text=f"confidence: {detection.confidence:.3f}", + font_size=font_size, + text_color=Color(r=1.0, g=1.0, b=1.0, a=1), + background_color=Color(r=0, g=0, b=0, a=1), + ), + TextAnnotation( + timestamp=to_ros_stamp(detection.ts), + position=Point2(x=x1, y=y1), + text=f"{detection.name}_{detection.class_id}_{detection.track_id}", + font_size=font_size, + text_color=Color(r=1.0, g=1.0, b=1.0, a=1), + background_color=Color(r=0, g=0, b=0, a=1), + ), + ] - for detection in detections: - annotation = detection.to_imageannotations() - all_points.extend(annotation.points) - all_texts.extend(annotation.texts) - return ImageAnnotations(circles=[], points=all_points, texts=all_texts) +def build_imageannotation_box(detection: Detection2D) -> PointsAnnotation: + x1, y1, x2, y2 = detection.bbox + + thickness = detection.image.height / 720 + + return PointsAnnotation( + timestamp=to_ros_stamp(detection.ts), + outline_color=Color(r=0.0, g=0.0, b=0.0, a=1.0), + fill_color=Color(r=1.0, g=0.0, b=0.0, a=0.15), + thickness=thickness, + points_length=4, + points=[ + Point2(x1, y1), + Point2(x1, y2), + Point2(x2, y2), + Point2(x2, y1), + ], + type=PointsAnnotation.LINE_LOOP, + ) + + +def build_imageannotations(detections: List[Detection2D]) -> ImageAnnotations: + def flatten(xss): + return [x for xs in xss for x in xs] + + points = list(map(build_imageannotation_box, detections)) + texts = list(flatten(map(build_imageannotation_text, detections))) + + return ImageAnnotations( + texts=texts, + texts_length=len(texts), + points=points, + points_length=len(points), + ) diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 34ebdf7a4a..50794d1686 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -173,9 +173,6 @@ def start(self): case _: raise ValueError(f"Unknown connection type: {self.connection_type}") - def image_pub(img): - self.video.publish(img) - # Connect sensor streams to outputs self.connection.lidar_stream().subscribe(self.lidar.publish) self.connection.odom_stream().subscribe( @@ -196,7 +193,8 @@ def attach_frame_id(image: Image) -> Image: # sharpness_window( # 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) # ).subscribe(image_pub) - self.connection.video_stream().subscribe(image_pub) + self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(self.video.publish) + # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) self.camera_info_stream().subscribe(self.camera_info.publish) self.movecmd.subscribe(self.connection.move) From 6af57aff702d47c0cceb2ca9a2c185548e091197 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 03:57:38 -0700 Subject: [PATCH 26/44] better image->detection association models --- dimos/perception/detection2d/module2D.py | 42 ++++++-------------- dimos/perception/detection2d/module3D.py | 24 ++++-------- dimos/perception/detection2d/type.py | 50 ++++++++++++++++++------ 3 files changed, 58 insertions(+), 58 deletions(-) diff --git a/dimos/perception/detection2d/module2D.py b/dimos/perception/detection2d/module2D.py index c2ea47abd2..f8eb00c066 100644 --- a/dimos/perception/detection2d/module2D.py +++ b/dimos/perception/detection2d/module2D.py @@ -21,9 +21,7 @@ from dimos.core import In, Module, Out, rpc from dimos.msgs.sensor_msgs import Image -from dimos.perception.detection2d.type import ( - Detection2D, -) +from dimos.perception.detection2d.type import Detection2D, ImageDetections2D from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector @@ -32,7 +30,6 @@ class Detection2DModule(Module): detections: Out[Detection2D] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore - # _initDetector = Detic2DDetector _initDetector = Yolo2DDetector def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): @@ -41,40 +38,25 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self._detectorClass = detector self.detector = self._initDetector() - def process_frame(self, image: Image) -> List[Detection2D]: - detections = Detection2D.from_detector( - self.detector.process_image(image.to_opencv()), image=image + def process_frame(self, image: Image) -> ImageDetections2D: + return ImageDetections2D.from_detector( + image, self.detector.process_image(image.to_opencv()) ) - return detections @functools.cache def detection_stream(self): - # Returns stream of individual Detection2D objects - detection_stream = self.image.observable().pipe( - ops.map(self.process_frame), - ops.flat_map( - lambda detections: ops.from_iterable(detections) - ), # Flatten list to individual items - ) - - # Publish each detection individually - detection_stream.subscribe(self.detections.publish) - - def pubannotations(annotations: ImageAnnotations): - print("Publishing annotations with", len(annotations.annotations), "items") - print(annotations) - self.annotations.publish(annotations) - - # Convert each Detection2D to ImageAnnotations - detection_stream.pipe(ops.map(lambda detection: detection.to_imageannotations())).subscribe( - pubannotations - ) - + detection_stream = self.image.observable().pipe(ops.map(self.process_frame)) return detection_stream @rpc def start(self): - self.detection_stream() + self.detection_stream().subscribe( + lambda det: self.detections.publish(det.to_ros_detection2d_array()) + ) + + self.detection_stream().subscribe( + lambda det: self.annotations.publish(det.to_foxglove_annotations()) + ) @rpc def stop(self): ... diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index 137b9d3bcf..245617282f 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -26,7 +26,6 @@ from dimos.core import In, Out, rpc from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 -from dimos.msgs.std_msgs import Header from dimos.msgs.vision_msgs import Detection2DArray from dimos.perception.detection2d.module2D import Detection2DModule @@ -34,7 +33,8 @@ from dimos.perception.detection2d.type import ( Detection2D, Detection3D, - build_imageannotations, + to_imageannotations, + to_ros_detection2d_array, ) # Type aliases for clarity @@ -42,27 +42,18 @@ ImageDetection = Tuple[Image, Detection2D] -def build_detection2d_array_fix(imageDetections: ImageDetections) -> Detection2DArray: - """Build Detection2DArray from image and list of Detection2D objects.""" - [image, detections] = imageDetections - return Detection2DArray( - detections_length=len(detections), - header=Header(image.ts, "camera_link"), - detections=[det.to_ros_detection2d() for det in detections], - ) - - class Detection3DModule(Detection2DModule): camera_info: In[CameraInfo] = None # type: ignore + image: In[Image] = None # type: ignore pointcloud: In[PointCloud2] = None # type: ignore + filtered_pointcloud: Out[PointCloud2] = None # type: ignore - image: In[Image] = None # type: ignore detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore def detect(self, image: Image) -> ImageDetections: detections = Detection2D.from_detector( - self.detector.process_image(image.to_opencv()), image=image + self.detector.process_image(image.to_opencv()), ts=image.ts ) return (image, detections) @@ -70,9 +61,10 @@ def detect(self, image: Image) -> ImageDetections: def detection_stream(self): detection_stream = self.image.observable().pipe(ops.map(self.detect)) - detection_stream.pipe(ops.map(build_imageannotations)).subscribe(self.annotations.publish) + detection_stream.pipe(ops.map(to_imageannotations)).subscribe(self.annotations.publish) + detection_stream.pipe( - ops.filter(lambda x: len(x[1]) != 0), ops.map(build_detection2d_array_fix) + ops.filter(lambda x: len(x[1]) != 0), ops.map(to_ros_detection2d_array) ).subscribe(self.detections.publish) return detection_stream diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 75b811e996..2c5e894fbf 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -14,11 +14,9 @@ from __future__ import annotations -import functools from dataclasses import dataclass from typing import List, Optional, Tuple -import numpy as np from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( PointsAnnotation, @@ -40,6 +38,7 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header +from dimos.msgs.vision_msgs import Detection2DArray from dimos.types.timestamped import Timestamped, to_ros_stamp, to_timestamp Bbox = Tuple[float, float, float, float] @@ -70,7 +69,6 @@ class Detection2D(Timestamped): confidence: float name: str ts: float = 0.0 - image: Optional[Image] = None @classmethod def from_detector( @@ -84,10 +82,6 @@ def from_detector( def from_detection(cls, raw_detection: Detection, **kwargs) -> "Detection2D": bbox, track_id, class_id, confidence, name = raw_detection - image = kwargs.get("image", None) - if image is not None: - kwargs["ts"] = image.ts - return cls( bbox=bbox, track_id=track_id, @@ -250,6 +244,38 @@ def to_3d(self, **kwargs) -> "Detection3D": ) +class ImageDetections2D: + image: Image + detections: List[Detection2D] + + @classmethod + def from_detector( + cls, image: Image, raw_detections: InconvinientDetectionFormat, **kwargs + ) -> "ImageDetections2D": + return cls(image=image, detections=Detection2D.from_detector(raw_detections, ts=image.ts)) + + def to_ros_detection2d_array(self) -> Detection2DArray: + return Detection2DArray( + detections_length=len(self.detections), + header=Header(self.image.ts, "camera_optical"), + detections=[det.to_ros_detection2d() for det in self.detections], + ) + + def to_image_annotations(self) -> ImageAnnotations: + def flatten(xss): + return [x for xs in xss for x in xs] + + texts = flatten(det.to_text_annotation() for det in self.detections) + points = flatten(det.to_points_annotation() for det in self.detections) + + return ImageAnnotations( + texts=texts, + texts_length=len(texts), + points=points, + points_length=len(points), + ) + + @dataclass class Detection3D(Detection2D): pointcloud: Optional[PointCloud2] = None @@ -260,7 +286,7 @@ def localize(self, pointcloud: PointCloud2) -> Detection3D: return self -def build_imageannotation_text(detection: Detection2D) -> List[TextAnnotation]: +def to_imageannotation_text(detection: Detection2D) -> List[TextAnnotation]: x1, y1, x2, y2 = detection.bbox font_size = int(detection.image.height / 35) @@ -284,7 +310,7 @@ def build_imageannotation_text(detection: Detection2D) -> List[TextAnnotation]: ] -def build_imageannotation_box(detection: Detection2D) -> PointsAnnotation: +def to_imageannotation_box(detection: Detection2D) -> PointsAnnotation: x1, y1, x2, y2 = detection.bbox thickness = detection.image.height / 720 @@ -305,12 +331,12 @@ def build_imageannotation_box(detection: Detection2D) -> PointsAnnotation: ) -def build_imageannotations(detections: List[Detection2D]) -> ImageAnnotations: +def to_imageannotations(detections: List[Detection2D]) -> ImageAnnotations: def flatten(xss): return [x for xs in xss for x in xs] - points = list(map(build_imageannotation_box, detections)) - texts = list(flatten(map(build_imageannotation_text, detections))) + points = list(map(to_imageannotation_box, detections)) + texts = list(flatten(map(to_imageannotation_text, detections))) return ImageAnnotations( texts=texts, From 74e5201e1da4dadffb4fa4f2512799959d0c3593 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 04:40:19 -0700 Subject: [PATCH 27/44] major structure cleanup --- dimos/perception/detection2d/conftest.py | 94 +++++++++++++ dimos/perception/detection2d/module3D.py | 41 +++--- dimos/perception/detection2d/test_module.py | 1 + dimos/perception/detection2d/test_module2d.py | 40 ++++++ dimos/perception/detection2d/type.py | 123 +++++++----------- 5 files changed, 197 insertions(+), 102 deletions(-) create mode 100644 dimos/perception/detection2d/conftest.py create mode 100644 dimos/perception/detection2d/test_module2d.py diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py new file mode 100644 index 0000000000..5a5fa80a8c --- /dev/null +++ b/dimos/perception/detection2d/conftest.py @@ -0,0 +1,94 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import TypedDict + +import pytest +from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations +from dimos_lcm.sensor_msgs import CameraInfo + +from dimos.core.transport import LCMTransport +from dimos.msgs.geometry_msgs import Transform +from dimos.msgs.sensor_msgs.Image import Image +from dimos.protocol.service import lcmservice as lcm +from dimos.protocol.tf import TF +from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.odometry import Odometry +from dimos.utils.data import get_data +from dimos.utils.testing import TimedSensorReplay + + +class Moment(TypedDict): + odom_frame: Odometry + lidar_frame: LidarMessage + image_frame: Image + camera_info: CameraInfo + transforms: list[Transform] + tf: TF + + +@pytest.fixture +def moment(): + data_dir = "unitree_go2_lidar_corrected" + get_data(data_dir) + + seek = 10 + + lidar_frame = TimedSensorReplay(f"{data_dir}/lidar").find_closest_seek(seek) + + image_frame = TimedSensorReplay( + f"{data_dir}/video", + ).find_closest(lidar_frame.ts) + + image_frame.frame_id = "camera_optical" + + odom_frame = TimedSensorReplay(f"{data_dir}/odom", autocast=Odometry.from_msg).find_closest( + lidar_frame.ts + ) + + transforms = ConnectionModule._odom_to_tf(odom_frame) + + tf = TF() + tf.publish(*transforms) + + return { + "odom_frame": odom_frame, + "lidar_frame": lidar_frame, + "image_frame": image_frame, + "camera_info": ConnectionModule._camera_info(), + "transforms": transforms, + "tf": tf, + } + + +def publish_lcm(moment: Moment): + lcm.autoconf() + + lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) + lidar_frame_transport.publish(moment.get("lidar_frame")) + + image_frame_transport: LCMTransport = LCMTransport("/image", Image) + image_frame_transport.publish(moment.get("image_frame")) + + odom_frame_transport: LCMTransport = LCMTransport("/odom", Odometry) + odom_frame_transport.publish(moment.get("odom_frame")) + + camera_info_transport: LCMTransport = LCMTransport("/camera_info", CameraInfo) + camera_info_transport.publish(moment.get("camera_info")) + + annotations = moment.get("annotations") + if annotations: + annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) + annotations_transport.publish(annotations) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index 245617282f..00d67ceaad 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -33,8 +33,7 @@ from dimos.perception.detection2d.type import ( Detection2D, Detection3D, - to_imageannotations, - to_ros_detection2d_array, + ImageDetections2D, ) # Type aliases for clarity @@ -43,7 +42,8 @@ class Detection3DModule(Detection2DModule): - camera_info: In[CameraInfo] = None # type: ignore + camera_info: CameraInfo + image: In[Image] = None # type: ignore pointcloud: In[PointCloud2] = None # type: ignore @@ -51,24 +51,16 @@ class Detection3DModule(Detection2DModule): detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore + def __init__(self, camera_info: CameraInfo, *args, **kwargs): + self.camera_info = camera_info + super().__init__(*args, **kwargs) + def detect(self, image: Image) -> ImageDetections: detections = Detection2D.from_detector( self.detector.process_image(image.to_opencv()), ts=image.ts ) return (image, detections) - @functools.cache - def detection_stream(self): - detection_stream = self.image.observable().pipe(ops.map(self.detect)) - - detection_stream.pipe(ops.map(to_imageannotations)).subscribe(self.annotations.publish) - - detection_stream.pipe( - ops.filter(lambda x: len(x[1]) != 0), ops.map(to_ros_detection2d_array) - ).subscribe(self.detections.publish) - - return detection_stream - def project_points_to_camera( self, points_3d: np.ndarray, @@ -93,14 +85,13 @@ def project_points_to_camera( def filter_points_in_detections( self, + detections: ImageDetections2D, pointcloud: PointCloud2, - image: Image, - camera_info: CameraInfo, - detection_list: List[Detection2D], world_to_camera_transform: Transform, ) -> List[Optional[PointCloud2]]: """Filter lidar points that fall within detection bounding boxes.""" # Extract camera parameters + camera_info = self.camera_info fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] cy = camera_info.K[5] image_width = camera_info.width @@ -130,7 +121,7 @@ def filter_points_in_detections( filtered_pointclouds: List[Optional[PointCloud2]] = [] - for detection in detection_list: + for detection in detections.detections: # Extract bbox from Detection2D object bbox = detection.bbox x_min, y_min, x_max, y_max = bbox @@ -206,11 +197,12 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: def process_frame( # type: ignore[override] self, - detections: List[Detection2D], + detections: ImageDetections2D, pointcloud: PointCloud2, - camera_info: CameraInfo, transform: Transform, ) -> List[Detection3D]: + print("DETECTIONS", detections) + if not transform: return [] @@ -218,14 +210,11 @@ def process_frame( # type: ignore[override] if not detections: return [] - print("DETECTIONS", detections) - image = detections[0].image + image = detections.image if image is None: return [] - pointcloud_list = self.filter_points_in_detections( - pointcloud, image, camera_info, detections, transform - ) + pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) detection3d_list = [] for detection, pc in zip(detections, pointcloud_list): diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 1780f6f8a6..cb46ea02ca 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -87,6 +87,7 @@ def publish_lcm( annotations, detected_pc: list[PointCloud2], ): + lcm.autoconf() lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) lidar_frame_transport.publish(lidar_frame) diff --git a/dimos/perception/detection2d/test_module2d.py b/dimos/perception/detection2d/test_module2d.py new file mode 100644 index 0000000000..2478033ed2 --- /dev/null +++ b/dimos/perception/detection2d/test_module2d.py @@ -0,0 +1,40 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from dimos.perception.detection2d.conftest import Moment, publish_lcm +from dimos.perception.detection2d.module2D import Detection2DModule +from dimos.perception.detection2d.module3D import Detection3DModule + + +def test_module2d(moment: Moment): + detections = Detection2DModule().process_frame(moment.get("image_frame")) + print(detections) + annotations = detections.to_image_annotations() + + publish_lcm({annotations: "annotations", **moment}) + + +def test_module3d(moment: Moment): + detections = Detection2DModule().process_frame(moment.get("image_frame")) + + print(detections) + + pointcloud = moment.get("lidar_frame") + tf = moment.get("tf") + + Detection3DModule(camera_info=moment.get("camera_info")).process_frame( + detections, + pointcloud, + tf.get("camera_optical", "world"), + ) diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 2c5e894fbf..ba3622218c 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -15,7 +15,7 @@ from __future__ import annotations from dataclasses import dataclass -from typing import List, Optional, Tuple +from typing import Generic, List, Optional, Tuple, TypeVar from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( @@ -116,7 +116,8 @@ def lcm_encode(self): def to_text_annotation(self) -> List[TextAnnotation]: x1, y1, x2, y2 = self.bbox - font_size = int(self.image.height / 35) + font_size = 20 + return [ TextAnnotation( timestamp=to_ros_stamp(self.ts), @@ -139,7 +140,7 @@ def to_text_annotation(self) -> List[TextAnnotation]: def to_points_annotation(self) -> List[PointsAnnotation]: x1, y1, x2, y2 = self.bbox - thickness = self.image.height / 720 + thickness = 1 return [ PointsAnnotation( @@ -158,6 +159,9 @@ def to_points_annotation(self) -> List[PointsAnnotation]: ) ] + # this is almost never called directly since this is a single detection + # and ImageAnnotations message normally contains multiple detections annotations + # so ImageDetections2D and ImageDetections3D normally implements this for whole image def to_annotations(self) -> ImageAnnotations: if self.image is None: raise ValueError("Image is required to create ImageAnnotations") @@ -239,20 +243,41 @@ def to_3d(self, **kwargs) -> "Detection3D": confidence=self.confidence, name=self.name, ts=self.ts, - image=self.image, **kwargs, ) -class ImageDetections2D: +@dataclass +class Detection3D(Detection2D): + pointcloud: Optional[PointCloud2] = None + transform: Optional[Transform] = None + + def localize(self, pointcloud: PointCloud2) -> Detection3D: + self.pointcloud = pointcloud + return self + + +T = TypeVar("T", bound="Detection2D") + + +class ImageDetections(Generic[T]): image: Image - detections: List[Detection2D] + detections: List[T] - @classmethod - def from_detector( - cls, image: Image, raw_detections: InconvinientDetectionFormat, **kwargs - ) -> "ImageDetections2D": - return cls(image=image, detections=Detection2D.from_detector(raw_detections, ts=image.ts)) + def __init__(self, image: Image, detections: List[T]): + self.image = image + self.detections = detections + for det in self.detections: + det.image = image + if not det.ts: + det.ts = image.ts + + def __str__(self): + detections_str = ", ".join(det.name for det in self.detections) + return f"ImageDetections(ts={to_timestamp(self.image.ts)}, num_detections={len(self.detections)}, {detections_str})" + + def __len__(self): + return len(self.detections) def to_ros_detection2d_array(self) -> Detection2DArray: return Detection2DArray( @@ -276,71 +301,17 @@ def flatten(xss): ) -@dataclass -class Detection3D(Detection2D): - pointcloud: Optional[PointCloud2] = None - transform: Optional[Transform] = None - - def localize(self, pointcloud: PointCloud2) -> Detection3D: - self.pointcloud = pointcloud - return self - - -def to_imageannotation_text(detection: Detection2D) -> List[TextAnnotation]: - x1, y1, x2, y2 = detection.bbox +class ImageDetections2D(ImageDetections[Detection2D]): + @classmethod + def from_detector( + cls, image: Image, raw_detections: InconvinientDetectionFormat, **kwargs + ) -> "ImageDetections[Detection2D]": + return ImageDetections2D( + image=image, detections=Detection2D.from_detector(raw_detections, ts=image.ts) + ) - font_size = int(detection.image.height / 35) - return [ - TextAnnotation( - timestamp=to_ros_stamp(detection.ts), - position=Point2(x=x1, y=y2 + font_size), - text=f"confidence: {detection.confidence:.3f}", - font_size=font_size, - text_color=Color(r=1.0, g=1.0, b=1.0, a=1), - background_color=Color(r=0, g=0, b=0, a=1), - ), - TextAnnotation( - timestamp=to_ros_stamp(detection.ts), - position=Point2(x=x1, y=y1), - text=f"{detection.name}_{detection.class_id}_{detection.track_id}", - font_size=font_size, - text_color=Color(r=1.0, g=1.0, b=1.0, a=1), - background_color=Color(r=0, g=0, b=0, a=1), - ), - ] +class ImageDetections3D(ImageDetections[Detection3D]): + """Specialized class for 3D detections in an image.""" -def to_imageannotation_box(detection: Detection2D) -> PointsAnnotation: - x1, y1, x2, y2 = detection.bbox - - thickness = detection.image.height / 720 - - return PointsAnnotation( - timestamp=to_ros_stamp(detection.ts), - outline_color=Color(r=0.0, g=0.0, b=0.0, a=1.0), - fill_color=Color(r=1.0, g=0.0, b=0.0, a=0.15), - thickness=thickness, - points_length=4, - points=[ - Point2(x1, y1), - Point2(x1, y2), - Point2(x2, y2), - Point2(x2, y1), - ], - type=PointsAnnotation.LINE_LOOP, - ) - - -def to_imageannotations(detections: List[Detection2D]) -> ImageAnnotations: - def flatten(xss): - return [x for xs in xss for x in xs] - - points = list(map(to_imageannotation_box, detections)) - texts = list(flatten(map(to_imageannotation_text, detections))) - - return ImageAnnotations( - texts=texts, - texts_length=len(texts), - points=points, - points_length=len(points), - ) + pass From f589fc579753d60263c0ad0920e3dc5263a74077 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 04:54:31 -0700 Subject: [PATCH 28/44] full integration of new structure --- dimos/perception/detection2d/module3D.py | 19 +++++------------ dimos/perception/detection2d/test_module2d.py | 21 +++++++------------ dimos/perception/detection2d/type.py | 7 ++++++- 3 files changed, 19 insertions(+), 28 deletions(-) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index 00d67ceaad..abe5ea8330 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -121,7 +121,7 @@ def filter_points_in_detections( filtered_pointclouds: List[Optional[PointCloud2]] = [] - for detection in detections.detections: + for detection in detections: # Extract bbox from Detection2D object bbox = detection.bbox x_min, y_min, x_max, y_max = bbox @@ -195,24 +195,14 @@ def cleanup_pointcloud(self, pc: PointCloud2) -> PointCloud2: ) return PointCloud2(statistical, pc.frame_id, pc.ts) - def process_frame( # type: ignore[override] + def process_frame( self, + # these have to be timestamp aligned detections: ImageDetections2D, pointcloud: PointCloud2, transform: Transform, ) -> List[Detection3D]: - print("DETECTIONS", detections) - - if not transform: - return [] - - # Get image from first detection (all should have same image) - if not detections: - return [] - - image = detections.image - if image is None: - return [] + # print("3d processing frame:\n", "\n".join(map(str, [detections, pointcloud, transform]))) pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) @@ -223,6 +213,7 @@ def process_frame( # type: ignore[override] pc = self.hidden_point_removal(transform, self.cleanup_pointcloud(pc)) if pc is None: continue + detection3d_list.append(detection.to_3d(pointcloud=pc, transform=transform)) return detection3d_list diff --git a/dimos/perception/detection2d/test_module2d.py b/dimos/perception/detection2d/test_module2d.py index 2478033ed2..3e9c154fa3 100644 --- a/dimos/perception/detection2d/test_module2d.py +++ b/dimos/perception/detection2d/test_module2d.py @@ -18,23 +18,18 @@ def test_module2d(moment: Moment): - detections = Detection2DModule().process_frame(moment.get("image_frame")) - print(detections) - annotations = detections.to_image_annotations() - + detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + annotations = detections2d.to_image_annotations() publish_lcm({annotations: "annotations", **moment}) def test_module3d(moment: Moment): - detections = Detection2DModule().process_frame(moment.get("image_frame")) - - print(detections) - + detections2d = Detection2DModule().process_frame(moment.get("image_frame")) pointcloud = moment.get("lidar_frame") - tf = moment.get("tf") + camera_transform = moment.get("tf").get("camera_optical", "world") - Detection3DModule(camera_info=moment.get("camera_info")).process_frame( - detections, - pointcloud, - tf.get("camera_optical", "world"), + detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( + detections2d, pointcloud, camera_transform ) + + print(detections3d) diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index ba3622218c..d92e3ce02b 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -279,6 +279,9 @@ def __str__(self): def __len__(self): return len(self.detections) + def __iter__(self): + return iter(self.detections) + def to_ros_detection2d_array(self) -> Detection2DArray: return Detection2DArray( detections_length=len(self.detections), @@ -314,4 +317,6 @@ def from_detector( class ImageDetections3D(ImageDetections[Detection3D]): """Specialized class for 3D detections in an image.""" - pass + def __str__(self): + detections_str = ", ".join(det.name for det in self.detections) + return f"ImageDetections3D(ts={to_timestamp(self.image.ts)}, num_detections={len(self.detections)}, {detections_str})" From 9e3ed7be5a038937093e191a6d4da72498756c61 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 05:13:19 -0700 Subject: [PATCH 29/44] str repr --- dimos/perception/detection2d/module3D.py | 5 +- dimos/perception/detection2d/test_module.py | 190 ++---------------- dimos/perception/detection2d/test_module2d.py | 35 ---- dimos/perception/detection2d/type.py | 136 ++++++++++++- 4 files changed, 145 insertions(+), 221 deletions(-) delete mode 100644 dimos/perception/detection2d/test_module2d.py diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index abe5ea8330..b813a1fbe8 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -34,6 +34,7 @@ Detection2D, Detection3D, ImageDetections2D, + ImageDetections3D, ) # Type aliases for clarity @@ -201,7 +202,7 @@ def process_frame( detections: ImageDetections2D, pointcloud: PointCloud2, transform: Transform, - ) -> List[Detection3D]: + ) -> ImageDetections3D: # print("3d processing frame:\n", "\n".join(map(str, [detections, pointcloud, transform]))) pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) @@ -216,7 +217,7 @@ def process_frame( detection3d_list.append(detection.to_3d(pointcloud=pc, transform=transform)) - return detection3d_list + return ImageDetections3D(detections.image, detection3d_list) @functools.cache def pointcloud_stream(self): diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index cb46ea02ca..3edd45fbe0 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -12,187 +12,29 @@ # See the License for the specific language governing permissions and # limitations under the License. -import functools -import os -import pickle - -import pytest -from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations -from dimos_lcm.sensor_msgs import CameraInfo - -from dimos.core.transport import LCMTransport -from dimos.msgs.geometry_msgs import Transform -from dimos.msgs.sensor_msgs import PointCloud2 -from dimos.msgs.sensor_msgs.Image import Image +from dimos.perception.detection2d.conftest import Moment, publish_lcm from dimos.perception.detection2d.module2D import Detection2DModule -from dimos.perception.detection2d.module3D import Detection3DModule, build_imageannotations -from dimos.protocol.service import lcmservice as lcm -from dimos.protocol.tf import TF -from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule -from dimos.robot.unitree_webrtc.type.lidar import LidarMessage -from dimos.robot.unitree_webrtc.type.odometry import Odometry -from dimos.utils.data import get_data -from dimos.utils.testing import TimedSensorReplay - -# Global path for the detection result pickle file -TEST_DIR = os.path.dirname(__file__) -DETECTION_RESULT_PKL = os.path.join(TEST_DIR, "detection_result.pkl") - - -@pytest.fixture -def moment(): - data_dir = "unitree_go2_lidar_corrected" - get_data(data_dir) - - seek = 10 - - lidar_frame = TimedSensorReplay(f"{data_dir}/lidar").find_closest_seek(seek) - - image_frame = TimedSensorReplay( - f"{data_dir}/video", - ).find_closest(lidar_frame.ts) - - image_frame.frame_id = "camera_optical" - - odom_frame = TimedSensorReplay(f"{data_dir}/odom", autocast=Odometry.from_msg).find_closest( - lidar_frame.ts - ) - - print("odom", odom_frame) - print("lidar", lidar_frame) - print("image", image_frame) - - transforms = ConnectionModule._odom_to_tf(odom_frame) - - return [ - odom_frame, - lidar_frame, - image_frame, - ConnectionModule._camera_info(), - transforms, - ] - - -def publish_detected_pc(detected_pc: list[PointCloud2]): - for idx, detection in enumerate(detected_pc): - detected_pointcloud_transport: LCMTransport = LCMTransport(f"/detected_{idx}", PointCloud2) - detected_pointcloud_transport.publish(detection.pointcloud) - - -def publish_lcm( - lidar_frame: LidarMessage, - image_frame: Image, - odom_frame, - camera_info, - annotations, - detected_pc: list[PointCloud2], -): - lcm.autoconf() - lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) - lidar_frame_transport.publish(lidar_frame) - - image_frame_transport: LCMTransport = LCMTransport("/image", Image) - image_frame_transport.publish(image_frame) - - odom_frame_transport: LCMTransport = LCMTransport("/odom", Odometry) - odom_frame_transport.publish(odom_frame) - - camera_info_transport: LCMTransport = LCMTransport("/camera_info", CameraInfo) - camera_info_transport.publish(camera_info) +from dimos.perception.detection2d.module3D import Detection3DModule - annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) - print("Annotations are", annotations.points) - annotations_transport.publish(annotations) - publish_detected_pc(detected_pc) +def test_module2d(moment: Moment): + detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + print(detections2d[0]) + print(detections2d) -def test_basic(moment): - lcm.autoconf() - odom_frame, lidar_frame, image_frame, camera_info, transforms = moment - tf = TF() - tf.publish(*transforms) + annotations = detections2d.to_image_annotations() + publish_lcm({annotations: "annotations", **moment}) - camera_transform = tf.get("camera_optical", "world") - detector = Detection3DModule() - detections = Detection2DModule.process_frame(detector, image_frame) +def test_module3d(moment: Moment): + detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + pointcloud = moment.get("lidar_frame") + camera_transform = moment.get("tf").get("camera_optical", "world") - # Process detections to get Detection3D objects - detection3d_list = detector.process_frame( - detections, lidar_frame, camera_info, camera_transform + detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( + detections2d, pointcloud, camera_transform ) - detection_result = [detection3d_list, camera_transform] - - # Assuming you have your detection_result object - with open(DETECTION_RESULT_PKL, "wb") as f: - pickle.dump(detection_result, f) - - # Save just the first detection3d for the load test - if detection3d_list: - detection3d_pkl = os.path.join(TEST_DIR, "detection3d.pkl") - with open(detection3d_pkl, "wb") as f: - pickle.dump(detection3d_list[0], f) - - publish_lcm( - lidar_frame, - image_frame, - odom_frame, - camera_info, - functools.reduce( - lambda accum, detection: detection.to_annotations() - if accum is None - else accum + detection.to_annotations(), - detection3d_list, - None, - ), - detection3d_list, - ) - - print("detections:\n", "\n".join(map(str, detection3d_list))) - - # how do we count points in this detection? should be 10 exactly - # detection3d_list contains Detection3D objects - detection3d = detection3d_list[0] - num_points = len(detection3d.pointcloud.pointcloud.points) - print(f"Number of points in first detection: {num_points}") - assert num_points == 81, f"Expected 10 points, got {num_points}" - - -# from https://www.open3d.org/docs/release/python_api/open3d.geometry.PointCloud.html -# -# hidden_point_removal(self: open3d.geometry.PointCloud, camera_location: numpy.ndarray[numpy.float64[3, 1]], radius: float) → tuple[open3d.geometry.TriangleMesh, list[int]] -# Removes hidden points from a point cloud and returns a mesh of the remaining points. Based on Katz et al. ‘Direct Visibility of Point Sets’, 2007. Additional information about the choice of radius for noisy point clouds can be found in Mehra et. al. ‘Visibility of Noisy Point Cloud Data’, 2010. -# Parameters: -# camera_location (numpy.ndarray[numpy.float64[3, 1]]) – All points not visible from that location will be removed -# radius (float) – The radius of the sperical projection -# Returns: -# tuple[open3d.geometry.TriangleMesh, list[int]] - - -def hidden_point_removal(camera_transform: Transform, pc: PointCloud2, radius: float = 100.0): - camera_position = camera_transform.inverse().translation - camera_pos_np = camera_position.to_numpy().reshape(3, 1) - - pcd = pc.pointcloud - - _, visible_indices = pcd.hidden_point_removal(camera_pos_np, radius) - visible_pcd = pcd.select_by_index(visible_indices) - - return PointCloud2(visible_pcd, frame_id=pc.frame_id, ts=pc.ts) - - -@pytest.mark.tool -def test_hidden_removal(): - lcm.autoconf() - - with open(DETECTION_RESULT_PKL, "rb") as f: - detections, camera_transform = pickle.load(f) - - cast_detections = [] - - for detection in detections: - cast_detections.append(hidden_point_removal(camera_transform, detection)) - - publish_detected_pc(cast_detections) + print(detections3d[0]) + print(detections3d) diff --git a/dimos/perception/detection2d/test_module2d.py b/dimos/perception/detection2d/test_module2d.py deleted file mode 100644 index 3e9c154fa3..0000000000 --- a/dimos/perception/detection2d/test_module2d.py +++ /dev/null @@ -1,35 +0,0 @@ -# Copyright 2025 Dimensional Inc. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -from dimos.perception.detection2d.conftest import Moment, publish_lcm -from dimos.perception.detection2d.module2D import Detection2DModule -from dimos.perception.detection2d.module3D import Detection3DModule - - -def test_module2d(moment: Moment): - detections2d = Detection2DModule().process_frame(moment.get("image_frame")) - annotations = detections2d.to_image_annotations() - publish_lcm({annotations: "annotations", **moment}) - - -def test_module3d(moment: Moment): - detections2d = Detection2DModule().process_frame(moment.get("image_frame")) - pointcloud = moment.get("lidar_frame") - camera_transform = moment.get("tf").get("camera_optical", "world") - - detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( - detections2d, pointcloud, camera_transform - ) - - print(detections3d) diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index d92e3ce02b..1977420fd2 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -14,8 +14,9 @@ from __future__ import annotations +import hashlib from dataclasses import dataclass -from typing import Generic, List, Optional, Tuple, TypeVar +from typing import Any, Dict, Generic, List, Optional, Tuple, TypeVar from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( @@ -33,6 +34,9 @@ from dimos_lcm.vision_msgs import ( Detection2D as ROSDetection2D, ) +from rich.console import Console +from rich.table import Table +from rich.text import Text from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.geometry_msgs import Transform @@ -70,6 +74,49 @@ class Detection2D(Timestamped): name: str ts: float = 0.0 + def to_repr_dict(self) -> Dict[str, Any]: + """Return a dictionary representation of the detection for display purposes.""" + x1, y1, x2, y2 = self.bbox + return { + "name": self.name, + "class": str(self.class_id), + "track": str(self.track_id), + "conf": self.confidence, + "bbox": f"[{x1:.0f},{y1:.0f},{x2:.0f},{y2:.0f}]", + } + + def __str__(self): + console = Console(force_terminal=True, legacy_windows=False) + d = self.to_repr_dict() + + # Create confidence text with color based on value + conf_color = "green" if d["conf"] > 0.8 else "yellow" if d["conf"] > 0.5 else "red" + conf_text = Text(f"{d['conf']:.1%}", style=conf_color) + + # Build the string representation + parts = [ + Text(f"{self.__class__.__name__}("), + Text(d["name"], style="bold cyan"), + Text(f" cls={d['class']} trk={d['track']} "), + conf_text, + Text(f" {d['bbox']}"), + ] + + # Add any extra fields (e.g., points for Detection3D) + extra_keys = [k for k in d.keys() if k not in ["name", "class", "track", "conf", "bbox"]] + for key in extra_keys: + if d[key] == "None": + parts.append(Text(f" {key}={d[key]}", style="dim")) + else: + parts.append(Text(f" {key}={d[key]}", style="blue")) + + parts.append(Text(")")) + + # Render to string + with console.capture() as capture: + console.print(*parts, end="") + return capture.get().strip() + @classmethod def from_detector( cls, raw_detections: InconvinientDetectionFormat, **kwargs @@ -163,9 +210,6 @@ def to_points_annotation(self) -> List[PointsAnnotation]: # and ImageAnnotations message normally contains multiple detections annotations # so ImageDetections2D and ImageDetections3D normally implements this for whole image def to_annotations(self) -> ImageAnnotations: - if self.image is None: - raise ValueError("Image is required to create ImageAnnotations") - points = self.to_points_annotation() texts = self.to_text_annotation() @@ -256,10 +300,46 @@ def localize(self, pointcloud: PointCloud2) -> Detection3D: self.pointcloud = pointcloud return self + def to_repr_dict(self) -> Dict[str, Any]: + d = super().to_repr_dict() + + if self.pointcloud is not None: + d["pc"] = str(len(self.pointcloud)) + else: + d["pc"] = "None" + + return d + T = TypeVar("T", bound="Detection2D") +def _hash_to_color(name: str) -> str: + """Generate a consistent color for a given name using hash.""" + # List of rich colors to choose from + colors = [ + "cyan", + "magenta", + "yellow", + "blue", + "green", + "red", + "bright_cyan", + "bright_magenta", + "bright_yellow", + "bright_blue", + "bright_green", + "bright_red", + "purple", + "white", + "pink", + ] + + # Hash the name and pick a color + hash_value = hashlib.md5(name.encode()).digest()[0] + return colors[hash_value % len(colors)] + + class ImageDetections(Generic[T]): image: Image detections: List[T] @@ -268,13 +348,48 @@ def __init__(self, image: Image, detections: List[T]): self.image = image self.detections = detections for det in self.detections: - det.image = image if not det.ts: det.ts = image.ts def __str__(self): - detections_str = ", ".join(det.name for det in self.detections) - return f"ImageDetections(ts={to_timestamp(self.image.ts)}, num_detections={len(self.detections)}, {detections_str})" + console = Console(force_terminal=True, legacy_windows=False) + + # Dynamically build columns based on the first detection's dict keys + if not self.detections: + return "Empty ImageDetections" + + # Create a table for detections + table = Table( + title=f"{self.__class__.__name__} [{len(self.detections)} detections @ {to_timestamp(self.image.ts):.3f}]", + show_header=True, + show_edge=True, + ) + + first_dict = self.detections[0].to_repr_dict() + table.add_column("#", style="dim") + for col in first_dict.keys(): + color = _hash_to_color(col) + table.add_column(col.title(), style=color) + + # Add each detection to the table + for i, det in enumerate(self.detections): + d = det.to_repr_dict() + row = [str(i)] + + for key in first_dict.keys(): + if key == "conf": + # Color-code confidence + conf_color = "green" if d[key] > 0.8 else "yellow" if d[key] > 0.5 else "red" + row.append(Text(f"{d[key]:.1%}", style=conf_color)) + elif key == "points" and d.get(key) == "None": + row.append(Text(d.get(key, ""), style="dim")) + else: + row.append(str(d.get(key, ""))) + table.add_row(*row) + + with console.capture() as capture: + console.print(table) + return capture.get().strip() def __len__(self): return len(self.detections) @@ -282,6 +397,9 @@ def __len__(self): def __iter__(self): return iter(self.detections) + def __getitem__(self, index): + return self.detections[index] + def to_ros_detection2d_array(self) -> Detection2DArray: return Detection2DArray( detections_length=len(self.detections), @@ -317,6 +435,4 @@ def from_detector( class ImageDetections3D(ImageDetections[Detection3D]): """Specialized class for 3D detections in an image.""" - def __str__(self): - detections_str = ", ".join(det.name for det in self.detections) - return f"ImageDetections3D(ts={to_timestamp(self.image.ts)}, num_detections={len(self.detections)}, {detections_str})" + ... From f413e2666ed672e01e9e037f4e1647b168d5d453 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 05:35:45 -0700 Subject: [PATCH 30/44] center, distance calculations --- dimos/msgs/sensor_msgs/PointCloud2.py | 3 + dimos/perception/detection2d/conftest.py | 21 ++ dimos/perception/detection2d/test_module.py | 2 - dimos/perception/detection2d/test_type.py | 48 ++++ dimos/perception/detection2d/test_types.py | 232 -------------------- dimos/perception/detection2d/type.py | 43 +++- 6 files changed, 107 insertions(+), 242 deletions(-) create mode 100644 dimos/perception/detection2d/test_type.py delete mode 100644 dimos/perception/detection2d/test_types.py diff --git a/dimos/msgs/sensor_msgs/PointCloud2.py b/dimos/msgs/sensor_msgs/PointCloud2.py index 7d2bd16c5b..4850b1c9e6 100644 --- a/dimos/msgs/sensor_msgs/PointCloud2.py +++ b/dimos/msgs/sensor_msgs/PointCloud2.py @@ -63,6 +63,9 @@ def from_numpy( pcd.points = o3d.utility.Vector3dVector(points) return cls(pointcloud=pcd, ts=timestamp, frame_id=frame_id) + def points(self): + return self.pointcloud.points + # TODO what's the usual storage here? is it already numpy? def as_numpy(self) -> np.ndarray: """Get points as numpy array.""" diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index 5a5fa80a8c..e782299d45 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import functools from typing import TypedDict import pytest @@ -21,6 +22,8 @@ from dimos.core.transport import LCMTransport from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs.Image import Image +from dimos.perception.detection2d.module2D import Detection2DModule +from dimos.perception.detection2d.module3D import Detection3DModule from dimos.protocol.service import lcmservice as lcm from dimos.protocol.tf import TF from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule @@ -92,3 +95,21 @@ def publish_lcm(moment: Moment): if annotations: annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) annotations_transport.publish(annotations) + + +@functools.cache +@pytest.fixture +def detections2d(moment: Moment): + return Detection2DModule().process_frame(moment.get("image_frame")) + + +@functools.cache +@pytest.fixture +def detections3d(moment: Moment): + detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + pointcloud = moment.get("lidar_frame") + camera_transform = moment.get("tf").get("camera_optical", "world") + + return Detection3DModule(camera_info=moment.get("camera_info")).process_frame( + detections2d, pointcloud, camera_transform + ) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 3edd45fbe0..db61246b85 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -20,7 +20,6 @@ def test_module2d(moment: Moment): detections2d = Detection2DModule().process_frame(moment.get("image_frame")) - print(detections2d[0]) print(detections2d) annotations = detections2d.to_image_annotations() @@ -36,5 +35,4 @@ def test_module3d(moment: Moment): detections2d, pointcloud, camera_transform ) - print(detections3d[0]) print(detections3d) diff --git a/dimos/perception/detection2d/test_type.py b/dimos/perception/detection2d/test_type.py new file mode 100644 index 0000000000..ab591f29f3 --- /dev/null +++ b/dimos/perception/detection2d/test_type.py @@ -0,0 +1,48 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import numpy as np +from dimos.perception.detection2d.conftest import detections2d, detections3d + + +def test_detections2d(detections2d): + print(detections2d) + + +def test_detections3d(detections3d): + print(detections3d) + + +def test_detection3d_to_pose(detections3d): + """Test converting a Detection3D to PoseStamped.""" + # Get first detection + if len(detections3d) > 0: + det = detections3d[0] + pose = det.to_pose() + + # Check that pose is valid + assert pose.frame_id == "world" + assert pose.ts == det.ts + + # Position should be the pointcloud center + center = det.center() + assert np.allclose([pose.position.x, pose.position.y, pose.position.z], center) + + # Orientation should be identity quaternion + assert np.allclose( + [pose.orientation.x, pose.orientation.y, pose.orientation.z, pose.orientation.w], + [0.0, 0.0, 0.0, 1.0], + ) + + print(f"Detection {det.name} pose: position={pose.position}") diff --git a/dimos/perception/detection2d/test_types.py b/dimos/perception/detection2d/test_types.py deleted file mode 100644 index 19ccdcb2ec..0000000000 --- a/dimos/perception/detection2d/test_types.py +++ /dev/null @@ -1,232 +0,0 @@ -# Copyright 2025 Dimensional Inc. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import os -import pickle - -import pytest - -from dimos.msgs.sensor_msgs import Image -from dimos.perception.detection2d.type import Detection2D, Detection3D -from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector -from dimos.utils.data import get_data - - -@pytest.fixture -def loaded_detection3d(): - """Fixture to load a pickled Detection3D object.""" - TEST_DIR = os.path.dirname(__file__) - detection3d_pkl = os.path.join(TEST_DIR, "detection3d.pkl") - - # Check if pickle file exists - if not os.path.exists(detection3d_pkl): - pytest.skip("Detection3D pickle file not found. Run test_module.py::test_basic first.") - - # Load the pickled Detection3D - with open(detection3d_pkl, "rb") as f: - detection3d = pickle.load(f) - - return detection3d - - -def test_detection2dtype(): - detector = Yolo2DDetector() - - image = Image.from_file(get_data("cafe.jpg")) - raw_detections = detector.process_image(image.to_opencv()) - - detections = Detection2D.from_detector(raw_detections, image=image) - - for det in detections: - print(det) - - -def test_load_detection3d(loaded_detection3d): - """Test loading a pickled Detection3D object.""" - detection3d = loaded_detection3d - - # Verify it's a Detection3D object - assert isinstance(detection3d, Detection3D) - assert hasattr(detection3d, "bbox") - assert hasattr(detection3d, "pointcloud") - assert hasattr(detection3d, "transform") - assert hasattr(detection3d, "image") - - # Print detection info - print(f"\nLoaded Detection3D: {detection3d}") - print(f"Name: {detection3d.name}") - print(f"Confidence: {detection3d.confidence}") - print(f"Bbox: {detection3d.bbox}") - print(f"Track ID: {detection3d.track_id}") - print(f"Class ID: {detection3d.class_id}") - - # Verify pointcloud - if detection3d.pointcloud: - num_points = len(detection3d.pointcloud.pointcloud.points) - print(f"Points in pointcloud: {num_points}") - assert num_points > 0 - - # Verify transform - if detection3d.transform: - print(f"Transform: {detection3d.transform}") - - # Verify image - if detection3d.image: - print(f"Image shape: {detection3d.image.shape}") - print(f"Image frame_id: {detection3d.image.frame_id}") - - # Test conversion methods - annotations = detection3d.to_imageannotations() - assert annotations is not None - print(f"Converted to ImageAnnotations successfully") - - ros_det = detection3d.to_ros_detection2d() - assert ros_det is not None - print(f"Converted to ROS Detection2D successfully") - - # Test that Detection3D inherits from Detection2D - assert isinstance(detection3d, Detection2D) - - # Test get_bbox_center method - center = detection3d.get_bbox_center() - print(f"Bbox center: {center}") - - -def test_to_ros_detection2d(loaded_detection3d): - """Test converting Detection3D to ROS Detection2D message.""" - detection3d = loaded_detection3d - - # Convert to ROS Detection2D - ros_det = detection3d.to_ros_detection2d() - - # Verify the conversion produced a valid object - assert ros_det is not None - - # Check header - assert hasattr(ros_det, "header") - # Convert ROS time back to float for comparison - from dimos.types.timestamped import to_timestamp - - assert abs(to_timestamp(ros_det.header.stamp) - detection3d.ts) < 0.001 - assert ros_det.header.frame_id == "camera_link" - - # Check bounding box - assert hasattr(ros_det, "bbox") - bbox = ros_det.bbox - - # Verify bbox has correct structure - assert hasattr(bbox, "center") - assert hasattr(bbox.center, "position") - assert hasattr(bbox.center.position, "x") - assert hasattr(bbox.center.position, "y") - assert hasattr(bbox, "size_x") - assert hasattr(bbox, "size_y") - - # Calculate expected center from original bbox - x1, y1, x2, y2 = detection3d.bbox - expected_center_x = (x1 + x2) / 2.0 - expected_center_y = (y1 + y2) / 2.0 - expected_width = x2 - x1 - expected_height = y2 - y1 - - # Verify bbox values - assert abs(bbox.center.position.x - expected_center_x) < 0.001 - assert abs(bbox.center.position.y - expected_center_y) < 0.001 - assert abs(bbox.size_x - expected_width) < 0.001 - assert abs(bbox.size_y - expected_height) < 0.001 - - # Check results (hypotheses) - assert hasattr(ros_det, "results") - assert len(ros_det.results) == 1 - - hypothesis = ros_det.results[0] - assert hasattr(hypothesis, "hypothesis") - assert hypothesis.hypothesis.class_id == detection3d.class_id - assert hypothesis.hypothesis.score == detection3d.confidence - - # Check ID - assert hasattr(ros_det, "id") - assert ros_det.id == str(detection3d.track_id) - - print(f"\nSuccessfully converted Detection3D to ROS Detection2D") - print(f"Header timestamp: {to_timestamp(ros_det.header.stamp)}") - print(f"Header frame_id: {ros_det.header.frame_id}") - print(f"Bbox center: ({bbox.center.position.x}, {bbox.center.position.y})") - print(f"Bbox size: {bbox.size_x} x {bbox.size_y}") - print(f"Class ID: {hypothesis.hypothesis.class_id}") - print(f"Confidence: {hypothesis.hypothesis.score}") - print(f"Track ID: {ros_det.id}") - - -def test_from_ros_detection2d(loaded_detection3d): - """Test converting from ROS Detection2D message back to Detection2D object.""" - # First convert to ROS format - ros_det = loaded_detection3d.to_ros_detection2d() - - # Then convert back to Detection2D - detection2d_converted = Detection2D.from_ros_detection2d(ros_det, name=loaded_detection3d.name) - - # Verify all fields match - assert isinstance(detection2d_converted, Detection2D) - - # Check bbox (allowing small floating point differences) - for i in range(4): - assert abs(detection2d_converted.bbox[i] - loaded_detection3d.bbox[i]) < 0.001 - - # Check other fields - assert detection2d_converted.track_id == loaded_detection3d.track_id - assert detection2d_converted.class_id == loaded_detection3d.class_id - assert abs(detection2d_converted.confidence - loaded_detection3d.confidence) < 0.001 - assert detection2d_converted.ts == loaded_detection3d.ts - assert detection2d_converted.name == loaded_detection3d.name - - print(f"\nSuccessfully converted ROS Detection2D back to Detection2D") - print(f"Original bbox: {loaded_detection3d.bbox}") - print(f"Converted bbox: {detection2d_converted.bbox}") - print(f"Track ID: {detection2d_converted.track_id}") - print(f"Class ID: {detection2d_converted.class_id}") - print(f"Confidence: {detection2d_converted.confidence}") - print(f"Timestamp: {detection2d_converted.ts}") - print(f"Name: {detection2d_converted.name}") - - -def test_roundtrip_conversion(): - """Test roundtrip conversion: Detection2D -> ROS -> Detection2D.""" - # Create a Detection2D object - original = Detection2D( - bbox=(100.0, 200.0, 300.0, 400.0), - track_id=42, - class_id=3, - confidence=0.95, - name="test_object", - ts=1234567890.123, - ) - - # Convert to ROS - ros_det = original.to_ros_detection2d() - - # Convert back - converted = Detection2D.from_ros_detection2d(ros_det, name=original.name) - - # Verify roundtrip - assert converted.bbox == original.bbox - assert converted.track_id == original.track_id - assert converted.class_id == original.class_id - assert converted.confidence == original.confidence - assert converted.ts == original.ts - assert converted.name == original.name - - print("\nRoundtrip conversion successful!") - print(f"Original: {original}") - print(f"Converted: {converted}") diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 1977420fd2..fce144fb88 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -18,6 +18,7 @@ from dataclasses import dataclass from typing import Any, Dict, Generic, List, Optional, Tuple, TypeVar +import numpy as np from dimos_lcm.foxglove_msgs.Color import Color from dimos_lcm.foxglove_msgs.ImageAnnotations import ( PointsAnnotation, @@ -39,7 +40,7 @@ from rich.text import Text from dimos.msgs.foxglove_msgs import ImageAnnotations -from dimos.msgs.geometry_msgs import Transform +from dimos.msgs.geometry_msgs import PoseStamped, Transform, Vector3 from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.std_msgs import Header from dimos.msgs.vision_msgs import Detection2DArray @@ -72,7 +73,7 @@ class Detection2D(Timestamped): class_id: int confidence: float name: str - ts: float = 0.0 + ts: float def to_repr_dict(self) -> Dict[str, Any]: """Return a dictionary representation of the detection for display purposes.""" @@ -293,20 +294,46 @@ def to_3d(self, **kwargs) -> "Detection3D": @dataclass class Detection3D(Detection2D): - pointcloud: Optional[PointCloud2] = None - transform: Optional[Transform] = None + pointcloud: PointCloud2 + transform: Transform def localize(self, pointcloud: PointCloud2) -> Detection3D: self.pointcloud = pointcloud return self + def center(self) -> np.ndarray: + """Calculate the center of the pointcloud in world frame.""" + return np.asarray(self.pointcloud.pointcloud.points).mean(axis=0) + + def to_pose(self) -> PoseStamped: + """Convert detection to a PoseStamped using pointcloud center. + + Returns pose in world frame with identity rotation. + The pointcloud is already in world frame. + """ + center_world = self.center() + + return PoseStamped( + ts=self.ts, + frame_id="world", + position=center_world.tolist(), + orientation=[0.0, 0.0, 0.0, 1.0], # Identity quaternion + ) + def to_repr_dict(self) -> Dict[str, Any]: d = super().to_repr_dict() - if self.pointcloud is not None: - d["pc"] = str(len(self.pointcloud)) - else: - d["pc"] = "None" + # Add pointcloud info + d["points"] = str(len(self.pointcloud)) + + # Calculate distance from camera + # The pointcloud is in world frame, and transform gives camera position in world + center_world = self.center() + print("CENTER", center_world) + # Camera position in world frame is the translation part of the transform + camera_pos = self.transform.translation + distance = np.linalg.norm(center_world - camera_pos.to_numpy()) + d["dist"] = f"{distance:.2f}m" return d From 3ec45f18d893675f15a66f94fe3e71ff323db000 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 06:59:50 -0700 Subject: [PATCH 31/44] checkpoint --- dimos/msgs/geometry_msgs/Vector3.py | 4 ++++ dimos/perception/detection2d/test_type.py | 4 +++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/dimos/msgs/geometry_msgs/Vector3.py b/dimos/msgs/geometry_msgs/Vector3.py index 4b255d082c..757fab4d6e 100644 --- a/dimos/msgs/geometry_msgs/Vector3.py +++ b/dimos/msgs/geometry_msgs/Vector3.py @@ -203,6 +203,10 @@ def cross(self, other: VectorConvertable | Vector3) -> Vector3: self.x * other_vector.y - self.y * other_vector.x, ) + def magnitude(self) -> float: + """Alias for length().""" + return self.length() + def length(self) -> float: """Compute the Euclidean length (magnitude) of the vector.""" return float(np.sqrt(self.x * self.x + self.y * self.y + self.z * self.z)) diff --git a/dimos/perception/detection2d/test_type.py b/dimos/perception/detection2d/test_type.py index ab591f29f3..710cb25fbe 100644 --- a/dimos/perception/detection2d/test_type.py +++ b/dimos/perception/detection2d/test_type.py @@ -37,7 +37,9 @@ def test_detection3d_to_pose(detections3d): # Position should be the pointcloud center center = det.center() - assert np.allclose([pose.position.x, pose.position.y, pose.position.z], center) + assert np.allclose( + [pose.position.x, pose.position.y, pose.position.z], [center.x, center.y, center.z] + ) # Orientation should be identity quaternion assert np.allclose( From 1e8463113d013388db2a4d2cfa6c961d6df2abb8 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 08:43:51 -0700 Subject: [PATCH 32/44] db module, objects carry images --- dimos/perception/detection2d/conftest.py | 11 ++++- dimos/perception/detection2d/module3D.py | 18 ------- dimos/perception/detection2d/moduleDB.py | 55 +++++++++++++++++++++ dimos/perception/detection2d/test_module.py | 2 + dimos/perception/detection2d/test_type.py | 13 +---- dimos/perception/detection2d/type.py | 37 +++++++++----- 6 files changed, 91 insertions(+), 45 deletions(-) create mode 100644 dimos/perception/detection2d/moduleDB.py diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index e782299d45..f493544525 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -13,11 +13,11 @@ # limitations under the License. import functools -from typing import TypedDict +from typing import Optional, TypedDict import pytest from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations -from dimos_lcm.sensor_msgs import CameraInfo +from dimos_lcm.sensor_msgs import CameraInfo, PointCloud2 from dimos.core.transport import LCMTransport from dimos.msgs.geometry_msgs import Transform @@ -40,6 +40,7 @@ class Moment(TypedDict): camera_info: CameraInfo transforms: list[Transform] tf: TF + detections: Optional[PointCloud2] @pytest.fixture @@ -96,6 +97,12 @@ def publish_lcm(moment: Moment): annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) annotations_transport.publish(annotations) + detections = moment.get("detections") + if detections: + for i, detection in enumerate(detections): + detections_transport: LCMTransport = LCMTransport(f"/detected_{i}", PointCloud2) + detections_transport.publish(detection.pointcloud) + @functools.cache @pytest.fixture diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index b813a1fbe8..46922cdf8f 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -246,21 +246,3 @@ def start(self): ) ) ).subscribe(self.filtered_pointcloud.publish) - - -class DetectionDBModule(Detection3DModule): - @rpc - def start(self): - super().start() - self.pointcloud_stream().subscribe(self.add_detections) - - def add_detections(self, detection3d_list: List[Detection3D]): - for det3d in detection3d_list: - if det3d.pointcloud is None: - continue - self.add_detection(det3d, det3d.pointcloud) - - # TODO collect all detections from a recording, store the stream - # replay the stream into add_detection, validate the output - def add_detection(self, detection: Detection3D, pc: PointCloud2): - print("DETECTION", detection, pc) diff --git a/dimos/perception/detection2d/moduleDB.py b/dimos/perception/detection2d/moduleDB.py new file mode 100644 index 0000000000..9d1c8de667 --- /dev/null +++ b/dimos/perception/detection2d/moduleDB.py @@ -0,0 +1,55 @@ +# Copyright 2025 Dimensional Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import functools +import time +from typing import List, Optional, Tuple + +import numpy as np +from dimos_lcm.foxglove_msgs.ImageAnnotations import ( + ImageAnnotations, +) +from dimos_lcm.sensor_msgs import CameraInfo +from dimos_lcm.vision_msgs import Detection2D as ROSDetection2D +from reactivex import operators as ops + +from dimos.core import In, Out, rpc +from dimos.msgs.geometry_msgs import Transform +from dimos.msgs.sensor_msgs import Image, PointCloud2 +from dimos.msgs.vision_msgs import Detection2DArray, Detection3DArray +from dimos.perception.detection2d.module2D import Detection2DModule, Detection3DModule +from dimos.perception.detection2d.type import ( + Detection2D, + Detection3D, + ImageDetections2D, + ImageDetections3D, +) +from dimos.protocol.skill import skill + + +class DetectionDBModule(Detection3DModule): + @rpc + def start(self): + super().start() + self.pointcloud_stream().subscribe(self.add_detections) + + def add_detections(self, detections: List[Detection3DArray]): + for det in detections: + self.add_detection(det) + + def add_detection(self, detection: Detection3D): + print("DETECTION", detection) + + @skill + def lookup(self, label: str) -> List[Detection3D]: + """Look up a detection by label.""" diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index db61246b85..b13a2babc3 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -30,9 +30,11 @@ def test_module3d(moment: Moment): detections2d = Detection2DModule().process_frame(moment.get("image_frame")) pointcloud = moment.get("lidar_frame") camera_transform = moment.get("tf").get("camera_optical", "world") + annotations = detections2d.to_image_annotations() detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( detections2d, pointcloud, camera_transform ) + publish_lcm({**moment, "annotations": annotations, "detections": detections3d}) print(detections3d) diff --git a/dimos/perception/detection2d/test_type.py b/dimos/perception/detection2d/test_type.py index 710cb25fbe..4e56f3a7cd 100644 --- a/dimos/perception/detection2d/test_type.py +++ b/dimos/perception/detection2d/test_type.py @@ -13,6 +13,7 @@ # limitations under the License. import numpy as np + from dimos.perception.detection2d.conftest import detections2d, detections3d @@ -35,16 +36,4 @@ def test_detection3d_to_pose(detections3d): assert pose.frame_id == "world" assert pose.ts == det.ts - # Position should be the pointcloud center - center = det.center() - assert np.allclose( - [pose.position.x, pose.position.y, pose.position.z], [center.x, center.y, center.z] - ) - - # Orientation should be identity quaternion - assert np.allclose( - [pose.orientation.x, pose.orientation.y, pose.orientation.z, pose.orientation.w], - [0.0, 0.0, 0.0, 1.0], - ) - print(f"Detection {det.name} pose: position={pose.position}") diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index fce144fb88..913cb958a2 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -14,6 +14,7 @@ from __future__ import annotations +import functools import hashlib from dataclasses import dataclass from typing import Any, Dict, Generic, List, Optional, Tuple, TypeVar @@ -74,6 +75,7 @@ class Detection2D(Timestamped): confidence: float name: str ts: float + image: Image def to_repr_dict(self) -> Dict[str, Any]: """Return a dictionary representation of the detection for display purposes.""" @@ -282,6 +284,7 @@ def to_ros_detection2d(self) -> ROSDetection2D: def to_3d(self, **kwargs) -> "Detection3D": return Detection3D( + image=self.image, bbox=self.bbox, track_id=self.track_id, class_id=self.class_id, @@ -301,23 +304,28 @@ def localize(self, pointcloud: PointCloud2) -> Detection3D: self.pointcloud = pointcloud return self - def center(self) -> np.ndarray: + @functools.cached_property + def center(self) -> Vector3: """Calculate the center of the pointcloud in world frame.""" - return np.asarray(self.pointcloud.pointcloud.points).mean(axis=0) + points = np.asarray(self.pointcloud.pointcloud.points) + center = points.mean(axis=0) + + return Vector3(center[0], center[1], center[2]) + @functools.cached_property def to_pose(self) -> PoseStamped: """Convert detection to a PoseStamped using pointcloud center. Returns pose in world frame with identity rotation. The pointcloud is already in world frame. """ - center_world = self.center() + center_world = self.center return PoseStamped( ts=self.ts, frame_id="world", - position=center_world.tolist(), - orientation=[0.0, 0.0, 0.0, 1.0], # Identity quaternion + position=center_world, + orientation=(0.0, 0.0, 0.0, 1.0), # Identity quaternion ) def to_repr_dict(self) -> Dict[str, Any]: @@ -328,11 +336,11 @@ def to_repr_dict(self) -> Dict[str, Any]: # Calculate distance from camera # The pointcloud is in world frame, and transform gives camera position in world - center_world = self.center() - print("CENTER", center_world) + center_world = self.center # Camera position in world frame is the translation part of the transform camera_pos = self.transform.translation - distance = np.linalg.norm(center_world - camera_pos.to_numpy()) + # Use Vector3 subtraction and magnitude + distance = (center_world - camera_pos).magnitude() d["dist"] = f"{distance:.2f}m" return d @@ -392,15 +400,17 @@ def __str__(self): show_edge=True, ) - first_dict = self.detections[0].to_repr_dict() + # Cache all repr_dicts to avoid double computation + detection_dicts = [det.to_repr_dict() for det in self.detections] + + first_dict = detection_dicts[0] table.add_column("#", style="dim") for col in first_dict.keys(): color = _hash_to_color(col) table.add_column(col.title(), style=color) # Add each detection to the table - for i, det in enumerate(self.detections): - d = det.to_repr_dict() + for i, d in enumerate(detection_dicts): row = [str(i)] for key in first_dict.keys(): @@ -454,8 +464,9 @@ class ImageDetections2D(ImageDetections[Detection2D]): def from_detector( cls, image: Image, raw_detections: InconvinientDetectionFormat, **kwargs ) -> "ImageDetections[Detection2D]": - return ImageDetections2D( - image=image, detections=Detection2D.from_detector(raw_detections, ts=image.ts) + return cls( + image=image, + detections=Detection2D.from_detector(raw_detections, image=image, ts=image.ts), ) From 3f002234ba034d4e8786aaf8bfbf67f16614c592 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 08:54:08 -0700 Subject: [PATCH 33/44] emitting cropped image --- dimos/perception/detection2d/conftest.py | 3 +++ dimos/perception/detection2d/test_module.py | 9 +++++++-- dimos/perception/detection2d/test_type.py | 2 -- dimos/perception/detection2d/type.py | 18 ++++++++++++++++++ 4 files changed, 28 insertions(+), 4 deletions(-) diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index f493544525..27251b24be 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -103,6 +103,9 @@ def publish_lcm(moment: Moment): detections_transport: LCMTransport = LCMTransport(f"/detected_{i}", PointCloud2) detections_transport.publish(detection.pointcloud) + detections_image_transport: LCMTransport = LCMTransport(f"/image_detected_{i}", Image) + detections_image_transport.publish(detection.cropped_image()) + @functools.cache @pytest.fixture diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index b13a2babc3..30bfd2d175 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -19,7 +19,6 @@ def test_module2d(moment: Moment): detections2d = Detection2DModule().process_frame(moment.get("image_frame")) - print(detections2d) annotations = detections2d.to_image_annotations() @@ -35,6 +34,12 @@ def test_module3d(moment: Moment): detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( detections2d, pointcloud, camera_transform ) - publish_lcm({**moment, "annotations": annotations, "detections": detections3d}) + publish_lcm( + { + **moment, + "annotations": annotations, + "detections": detections3d, + } + ) print(detections3d) diff --git a/dimos/perception/detection2d/test_type.py b/dimos/perception/detection2d/test_type.py index 4e56f3a7cd..7afa5352d8 100644 --- a/dimos/perception/detection2d/test_type.py +++ b/dimos/perception/detection2d/test_type.py @@ -12,8 +12,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -import numpy as np - from dimos.perception.detection2d.conftest import detections2d, detections3d diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 913cb958a2..1e99f845e8 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -88,6 +88,24 @@ def to_repr_dict(self) -> Dict[str, Any]: "bbox": f"[{x1:.0f},{y1:.0f},{x2:.0f},{y2:.0f}]", } + def to_image(self) -> Image: + return self.image + + # return focused image, only on the bbox + def cropped_image(self, padding: int = 20) -> Image: + """Return a cropped version of the image focused on the bounding box. + + Args: + padding: Pixels to add around the bounding box (default: 20) + + Returns: + Cropped Image containing only the detection area plus padding + """ + x1, y1, x2, y2 = map(int, self.bbox) + return self.image.crop( + x1 - padding, y1 - padding, x2 - x1 + 2 * padding, y2 - y1 + 2 * padding + ) + def __str__(self): console = Console(force_terminal=True, legacy_windows=False) d = self.to_repr_dict() From 842cb9544ae2519b3594d7540c19be55d2c82a4e Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 12:43:49 -0700 Subject: [PATCH 34/44] timestamps timestamps timestamps --- dimos/msgs/sensor_msgs/Image.py | 5 +- dimos/msgs/sensor_msgs/PointCloud2.py | 2 +- dimos/perception/detection2d/conftest.py | 13 +- dimos/perception/detection2d/module2D.py | 16 ++- dimos/perception/detection2d/module3D.py | 119 +++++++++++++----- dimos/perception/detection2d/test_module.py | 56 ++++++++- dimos/protocol/tf/tf.py | 6 +- .../modular/connection_module.py | 30 ++--- .../unitree_webrtc/modular/ivan_unitree.py | 2 +- dimos/robot/unitree_webrtc/type/lidar.py | 2 +- dimos/robot/unitree_webrtc/type/odometry.py | 3 +- dimos/types/timestamped.py | 7 ++ 12 files changed, 198 insertions(+), 63 deletions(-) diff --git a/dimos/msgs/sensor_msgs/Image.py b/dimos/msgs/sensor_msgs/Image.py index 6cfffc530e..f800d849f8 100644 --- a/dimos/msgs/sensor_msgs/Image.py +++ b/dimos/msgs/sensor_msgs/Image.py @@ -30,7 +30,7 @@ from reactivex.observable import Observable from reactivex.scheduler import ThreadPoolScheduler -from dimos.types.timestamped import Timestamped, TimestampedBufferCollection +from dimos.types.timestamped import Timestamped, TimestampedBufferCollection, to_human_readable class ImageFormat(Enum): @@ -65,6 +65,9 @@ class Image(Timestamped): frame_id: str = field(default="") ts: float = field(default_factory=time.time) + def __str__(self): + return f"Image(shape={self.shape}, format={self.format}, dtype={self.dtype}, ts={to_human_readable(self.ts)})" + def __post_init__(self): """Validate image data and format.""" if self.data is None: diff --git a/dimos/msgs/sensor_msgs/PointCloud2.py b/dimos/msgs/sensor_msgs/PointCloud2.py index 4850b1c9e6..da270699f0 100644 --- a/dimos/msgs/sensor_msgs/PointCloud2.py +++ b/dimos/msgs/sensor_msgs/PointCloud2.py @@ -41,7 +41,7 @@ def __init__( frame_id: str = "world", ts: Optional[float] = None, ): - self.ts = ts if ts is not None else time.time() + self.ts = ts self.pointcloud = pointcloud if pointcloud is not None else o3d.geometry.PointCloud() self.frame_id = frame_id diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index 27251b24be..e550a9a910 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -19,6 +19,7 @@ from dimos_lcm.foxglove_msgs.ImageAnnotations import ImageAnnotations from dimos_lcm.sensor_msgs import CameraInfo, PointCloud2 +from dimos.core import start from dimos.core.transport import LCMTransport from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs.Image import Image @@ -43,6 +44,12 @@ class Moment(TypedDict): detections: Optional[PointCloud2] +@pytest.fixture +def dimos_cluster(): + with start(5) as dimos: + yield dimos + + @pytest.fixture def moment(): data_dir = "unitree_go2_lidar_corrected" @@ -100,10 +107,12 @@ def publish_lcm(moment: Moment): detections = moment.get("detections") if detections: for i, detection in enumerate(detections): - detections_transport: LCMTransport = LCMTransport(f"/detected_{i}", PointCloud2) + detections_transport: LCMTransport = LCMTransport( + f"/detected/pointcloud/{i}", PointCloud2 + ) detections_transport.publish(detection.pointcloud) - detections_image_transport: LCMTransport = LCMTransport(f"/image_detected_{i}", Image) + detections_image_transport: LCMTransport = LCMTransport(f"/detected/image/{i}", Image) detections_image_transport.publish(detection.cropped_image()) diff --git a/dimos/perception/detection2d/module2D.py b/dimos/perception/detection2d/module2D.py index f8eb00c066..92d1c0612b 100644 --- a/dimos/perception/detection2d/module2D.py +++ b/dimos/perception/detection2d/module2D.py @@ -18,16 +18,20 @@ ImageAnnotations, ) from reactivex import operators as ops +from reactivex.observable import Observable from dimos.core import In, Module, Out, rpc from dimos.msgs.sensor_msgs import Image +from dimos.msgs.vision_msgs import Detection2DArray from dimos.perception.detection2d.type import Detection2D, ImageDetections2D from dimos.perception.detection2d.yolo_2d_det import Yolo2DDetector +from dimos.utils.reactive import backpressure class Detection2DModule(Module): image: In[Image] = None # type: ignore - detections: Out[Detection2D] = None # type: ignore + + detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore _initDetector = Yolo2DDetector @@ -38,15 +42,15 @@ def __init__(self, *args, detector=Optional[Callable[[Any], Any]], **kwargs): self._detectorClass = detector self.detector = self._initDetector() - def process_frame(self, image: Image) -> ImageDetections2D: - return ImageDetections2D.from_detector( + def process_image_frame(self, image: Image) -> ImageDetections2D: + detections = ImageDetections2D.from_detector( image, self.detector.process_image(image.to_opencv()) ) + return detections @functools.cache - def detection_stream(self): - detection_stream = self.image.observable().pipe(ops.map(self.process_frame)) - return detection_stream + def detection_stream(self) -> Observable[ImageDetections2D]: + return backpressure(self.image.observable().pipe(ops.map(self.process_image_frame))) @rpc def start(self): diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index 46922cdf8f..a74c36d487 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -32,10 +32,10 @@ # from dimos.perception.detection2d.detic import Detic2DDetector from dimos.perception.detection2d.type import ( Detection2D, - Detection3D, ImageDetections2D, ImageDetections3D, ) +from dimos.types.timestamped import TimestampedBufferCollection, to_human_readable # Type aliases for clarity ImageDetections = Tuple[Image, List[Detection2D]] @@ -47,11 +47,17 @@ class Detection3DModule(Detection2DModule): image: In[Image] = None # type: ignore pointcloud: In[PointCloud2] = None # type: ignore - - filtered_pointcloud: Out[PointCloud2] = None # type: ignore + # type: ignore detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore + detected_pointcloud_1: Out[PointCloud2] = None # type: ignore + detected_pointcloud_2: Out[PointCloud2] = None # type: ignore + detected_pointcloud_3: Out[PointCloud2] = None # type: ignore + detected_image_1: Out[Image] = None # type: ignore + detected_image_2: Out[Image] = None # type: ignore + detected_image_3: Out[Image] = None # type: ignore + def __init__(self, camera_info: CameraInfo, *args, **kwargs): self.camera_info = camera_info super().__init__(*args, **kwargs) @@ -88,11 +94,11 @@ def filter_points_in_detections( self, detections: ImageDetections2D, pointcloud: PointCloud2, + camera_info: CameraInfo, world_to_camera_transform: Transform, ) -> List[Optional[PointCloud2]]: """Filter lidar points that fall within detection bounding boxes.""" # Extract camera parameters - camera_info = self.camera_info fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] cy = camera_info.K[5] image_width = camera_info.width @@ -201,11 +207,31 @@ def process_frame( # these have to be timestamp aligned detections: ImageDetections2D, pointcloud: PointCloud2, + camera_info: CameraInfo, transform: Transform, ) -> ImageDetections3D: - # print("3d processing frame:\n", "\n".join(map(str, [detections, pointcloud, transform]))) - - pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) + # print( + # "PROCESS FRAME 3D\n" + # + "\n".join( + # map( + # str, + # [ + # detections, + # "PC " + str(pointcloud), + # "IMAGE" + str(detections.image), + # "CAM INFO " + str(camera_info), + # "TF " + str(transform), + # ], + # ) + # ) + # ) + + if not transform: + return None + + pointcloud_list = self.filter_points_in_detections( + detections, pointcloud, camera_info, transform + ) detection3d_list = [] for detection, pc in zip(detections, pointcloud_list): @@ -219,30 +245,61 @@ def process_frame( return ImageDetections3D(detections.image, detection3d_list) - @functools.cache - def pointcloud_stream(self): - # Returns stream of List[Detection3D] - # Buffer Detection2D objects by image timestamp to process them together - return self.detection_stream().pipe( - ops.buffer_with_time(0.1), # Buffer detections within 100ms window - ops.filter(lambda detections: len(detections) > 0), - ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), - ops.map( - lambda args: self.process_frame( - *args, # [List[Detection2D], PointCloud2, CameraInfo] - self.tf.get("camera_optical", "world"), - ) - ), - ops.filter(lambda detection3d_list: len(detection3d_list) > 0), - ) + # @functools.cache + # def pointcloud_stream(self): + # # Returns stream of List[Detection3D] + # # Buffer Detection2D objects by image timestamp to process them together + # return self.detection_stream().pipe( + # ops.buffer_with_time(0.1), # Buffer detections within 100ms window + # ops.filter(lambda detections: len(detections) > 0), + # ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), + # ops.map( + # lambda args: self.process_frame( + # *args, # [List[Detection2D], PointCloud2, CameraInfo] + # self.tf.get("camera_optical", "world"), + # ) + # ), + # ops.filter(lambda detection3d_list: len(detection3d_list) > 0), + # ) @rpc def start(self): - # Publish combined pointcloud from all Detection3D objects - self.pointcloud_stream().pipe( - ops.map( - lambda detection3d_list: self.combine_pointclouds( - [det.pointcloud for det in detection3d_list] - ) - ) - ).subscribe(self.filtered_pointcloud.publish) + time_tolerance = 5.0 # seconds + pointcloud_buffer = TimestampedBufferCollection[PointCloud2](window_duration=time_tolerance) + self.pointcloud.observable().subscribe(pointcloud_buffer.add) + + def detection2d_to_3d( + detections: ImageDetections2D, + ): + pc = pointcloud_buffer.find_closest(detections.image.ts) + transform = self.tf.get("camera_optical", "world", detections.image.ts, time_tolerance) + return self.process_frame(detections, pc, self.camera_info, transform) + + combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) + + self.detection_stream().subscribe( + lambda det: self.detections.publish(det.to_ros_detection2d_array()) + ) + + self.detection_stream().subscribe( + lambda det: self.annotations.publish(det.to_image_annotations()) + ) + + combined_stream.subscribe(self._handle_combined_detections) + + def _handle_combined_detections(self, detections: ImageDetections3D): + if not detections: + return + print(detections) + + if len(detections) > 0: + self.detected_pointcloud_1.publish(detections[0].pointcloud) + self.detected_image_1.publish(detections[0].cropped_image()) + + if len(detections) > 1: + self.detected_pointcloud_2.publish(detections[1].pointcloud) + self.detected_image_2.publish(detections[1].cropped_image()) + + if len(detections) > 3: + self.detected_pointcloud_3.publish(detections[2].pointcloud) + self.detected_image_3.publish(detections[2].cropped_image()) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 30bfd2d175..19142968ec 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -11,14 +11,26 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import pytest +from dimos_lcm.foxglove_msgs.ImageAnnotations import ( + ImageAnnotations, +) +from dimos_lcm.sensor_msgs import Image, PointCloud2 -from dimos.perception.detection2d.conftest import Moment, publish_lcm +from dimos.core import LCMTransport +from dimos.msgs.nav_msgs import OccupancyGrid, Path +from dimos.msgs.vision_msgs import Detection2DArray +from dimos.perception.detection2d.conftest import Moment, dimos_cluster, publish_lcm from dimos.perception.detection2d.module2D import Detection2DModule from dimos.perception.detection2d.module3D import Detection3DModule +from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation +from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule +from dimos.robot.unitree_webrtc.type.lidar import LidarMessage +from dimos.robot.unitree_webrtc.type.map import Map def test_module2d(moment: Moment): - detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) print(detections2d) annotations = detections2d.to_image_annotations() @@ -26,7 +38,7 @@ def test_module2d(moment: Moment): def test_module3d(moment: Moment): - detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) pointcloud = moment.get("lidar_frame") camera_transform = moment.get("tf").get("camera_optical", "world") annotations = detections2d.to_image_annotations() @@ -43,3 +55,41 @@ def test_module3d(moment: Moment): ) print(detections3d) + + +@pytest.mark.tool +def test_module3d_replay(dimos_cluster): + connection = deploy_connection(dimos_cluster, loop=True, speed=0.2) + # mapper = deploy_navigation(dimos_cluster, connection) + mapper = dimos_cluster.deploy( + Map, voxel_size=0.5, cost_resolution=0.05, global_publish_interval=1.0 + ) + mapper.lidar.connect(connection.lidar) + mapper.global_map.transport = LCMTransport("/global_map", LidarMessage) + mapper.global_costmap.transport = LCMTransport("/global_costmap", OccupancyGrid) + mapper.local_costmap.transport = LCMTransport("/local_costmap", OccupancyGrid) + + mapper.start() + + module3D = dimos_cluster.deploy(Detection3DModule, camera_info=ConnectionModule._camera_info()) + + module3D.image.connect(connection.video) + module3D.pointcloud.connect(connection.lidar) + + module3D.annotations.transport = LCMTransport("/annotations", ImageAnnotations) + module3D.detections.transport = LCMTransport("/detections", Detection2DArray) + + module3D.detected_pointcloud_1.transport = LCMTransport("/detected/pointcloud/1", PointCloud2) + module3D.detected_pointcloud_2.transport = LCMTransport("/detected/pointcloud/2", PointCloud2) + module3D.detected_pointcloud_3.transport = LCMTransport("/detected/pointcloud/3", PointCloud2) + + module3D.detected_image_1.transport = LCMTransport("/detected/image/1", Image) + module3D.detected_image_2.transport = LCMTransport("/detected/image/2", Image) + module3D.detected_image_3.transport = LCMTransport("/detected/image/3", Image) + + module3D.start() + connection.start() + import time + + while True: + time.sleep(1) diff --git a/dimos/protocol/tf/tf.py b/dimos/protocol/tf/tf.py index ff570b1d58..9d1db5ed16 100644 --- a/dimos/protocol/tf/tf.py +++ b/dimos/protocol/tf/tf.py @@ -112,8 +112,10 @@ def __str__(self) -> str: time_range = self.time_range() if time_range: - start_time = time.strftime("%H:%M:%S", time.localtime(time_range[0])) - end_time = time.strftime("%H:%M:%S", time.localtime(time_range[1])) + from dimos.types.timestamped import to_human_readable + + start_time = to_human_readable(time_range[0]) + end_time = to_human_readable(time_range[1]) duration = time_range[1] - time_range[0] frame_str = ( diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 50794d1686..9e1c72634d 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -96,7 +96,6 @@ def lidar_stream(self): def raw_odom_stream(self): print("odom stream start") odom_store = TimedSensorReplay(f"{self.dir_name}/odom") - return odom_store.stream(**self.replay_config) # we don't have raw video stream in the data set @@ -112,7 +111,11 @@ def raw_video_stream(self): @functools.cache def video_stream(self): - return self.raw_video_stream() + def adjust_timestamp(image: Image) -> Image: + image.ts = image.ts - 60.0 # adjust timestamp to match lidar + return image + + return self.raw_video_stream().pipe(ops.map(adjust_timestamp)) def move(self, vector: Twist, duration: float = 0.0): pass @@ -172,23 +175,23 @@ def start(self): self.connection.start() case _: raise ValueError(f"Unknown connection type: {self.connection_type}") - - # Connect sensor streams to outputs - self.connection.lidar_stream().subscribe(self.lidar.publish) self.connection.odom_stream().subscribe( lambda odom: self._publish_tf(odom) and self.odom.publish(odom) ) + # Connect sensor streams to outputs + self.connection.lidar_stream().subscribe(self.lidar.publish) + # self.connection.lidar_stream().subscribe(lambda lidar: print("LIDAR", lidar.ts)) # self.connection.video_stream().subscribe(lambda video: print("IMAGE", video.ts)) # self.connection.odom_stream().subscribe(lambda odom: print("ODOM", odom.ts)) def attach_frame_id(image: Image) -> Image: image.frame_id = "camera_optical" - - return image.resize( - int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) - ) + return image + # return image.resize( + # int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) + # ) # sharpness_window( # 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) @@ -206,7 +209,7 @@ def _odom_to_tf(self, odom: PoseStamped) -> List[Transform]: rotation=Quaternion(0.0, 0.0, 0.0, 1.0), frame_id="base_link", child_frame_id="camera_link", - ts=time.time(), + ts=odom.ts, ) camera_optical = Transform( @@ -214,7 +217,7 @@ def _odom_to_tf(self, odom: PoseStamped) -> List[Transform]: rotation=Quaternion(-0.5, 0.5, -0.5, 0.5), frame_id="camera_link", child_frame_id="camera_optical", - ts=camera_link.ts, + ts=odom.ts, ) return [ @@ -286,8 +289,8 @@ def camera_info_stream(self) -> Observable[CameraInfo]: def deploy_connection(dimos, **kwargs): - foxglove_bridge = dimos.deploy(FoxgloveBridge) - foxglove_bridge.start() + # foxglove_bridge = dimos.deploy(FoxgloveBridge) + # foxglove_bridge.start() connection = dimos.deploy( ConnectionModule, @@ -301,6 +304,5 @@ def deploy_connection(dimos, **kwargs): connection.video.transport = LCMTransport("/image", Image) connection.movecmd.transport = LCMTransport("/cmd_vel", Vector3) connection.camera_info.transport = LCMTransport("/camera_info", CameraInfo) - connection.start() return connection diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index 7373d5c106..f4bfe08c26 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -52,7 +52,7 @@ def detection_unitree(): time.sleep(1) except KeyboardInterrupt: connection.stop() - mapper.stop() + # mapper.stop() detection.stop() logger.info("Shutting down...") diff --git a/dimos/robot/unitree_webrtc/type/lidar.py b/dimos/robot/unitree_webrtc/type/lidar.py index bd202c8ca9..64bc6e2597 100644 --- a/dimos/robot/unitree_webrtc/type/lidar.py +++ b/dimos/robot/unitree_webrtc/type/lidar.py @@ -20,7 +20,7 @@ from dimos.msgs.geometry_msgs import Vector3 from dimos.msgs.sensor_msgs import PointCloud2 -from dimos.robot.unitree_webrtc.type.timeseries import to_human_readable +from dimos.types.timestamped import to_human_readable class RawLidarPoints(TypedDict): diff --git a/dimos/robot/unitree_webrtc/type/odometry.py b/dimos/robot/unitree_webrtc/type/odometry.py index 27d59f2cb8..ed9f0d68bd 100644 --- a/dimos/robot/unitree_webrtc/type/odometry.py +++ b/dimos/robot/unitree_webrtc/type/odometry.py @@ -20,6 +20,7 @@ from dimos.robot.unitree_webrtc.type.timeseries import ( Timestamped, ) +from dimos.types.timestamped import to_human_readable, to_timestamp raw_odometry_msg_sample = { "type": "msg", @@ -97,7 +98,7 @@ def from_msg(cls, msg: RawOdometryMessage) -> "Odometry": pose["orientation"].get("w"), ) - ts = time.time() + ts = to_timestamp(msg["data"]["header"]["stamp"]) return Odometry(position=pos, orientation=rot, ts=ts, frame_id="world") def __repr__(self) -> str: diff --git a/dimos/types/timestamped.py b/dimos/types/timestamped.py index c404ef3a79..36f86b2ebb 100644 --- a/dimos/types/timestamped.py +++ b/dimos/types/timestamped.py @@ -63,6 +63,13 @@ def to_ros_stamp(ts: TimeLike) -> ROSTime: return ROSTime(sec=sec, nanosec=nanosec) +def to_human_readable(ts: float) -> str: + """Convert timestamp to human-readable format with date and time.""" + import time + + return time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(ts)) + + def to_datetime(ts: TimeLike, tz=None) -> datetime: if isinstance(ts, datetime): if ts.tzinfo is None: From 097d9ad75c0a409a4228b4801a2c517b5bb8db95 Mon Sep 17 00:00:00 2001 From: lesh Date: Tue, 16 Sep 2025 13:38:36 -0700 Subject: [PATCH 35/44] checkpoint --- dimos/perception/detection2d/module3D.py | 26 ++++++++++----------- dimos/perception/detection2d/test_module.py | 2 +- flake.nix | 9 ++++++- 3 files changed, 22 insertions(+), 15 deletions(-) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index a74c36d487..da97de20c5 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -94,11 +94,11 @@ def filter_points_in_detections( self, detections: ImageDetections2D, pointcloud: PointCloud2, - camera_info: CameraInfo, world_to_camera_transform: Transform, ) -> List[Optional[PointCloud2]]: """Filter lidar points that fall within detection bounding boxes.""" # Extract camera parameters + camera_info = self.camera_info fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] cy = camera_info.K[5] image_width = camera_info.width @@ -207,7 +207,6 @@ def process_frame( # these have to be timestamp aligned detections: ImageDetections2D, pointcloud: PointCloud2, - camera_info: CameraInfo, transform: Transform, ) -> ImageDetections3D: # print( @@ -229,9 +228,7 @@ def process_frame( if not transform: return None - pointcloud_list = self.filter_points_in_detections( - detections, pointcloud, camera_info, transform - ) + pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) detection3d_list = [] for detection, pc in zip(detections, pointcloud_list): @@ -265,17 +262,20 @@ def process_frame( @rpc def start(self): time_tolerance = 5.0 # seconds - pointcloud_buffer = TimestampedBufferCollection[PointCloud2](window_duration=time_tolerance) - self.pointcloud.observable().subscribe(pointcloud_buffer.add) + # pointcloud_buffer = TimestampedBufferCollection[PointCloud2](window_duration=time_tolerance) + # self.pointcloud.observable().subscribe(pointcloud_buffer.add) - def detection2d_to_3d( - detections: ImageDetections2D, - ): - pc = pointcloud_buffer.find_closest(detections.image.ts) + # get latest from mapper + def detection2d_to_3d(args): + detections, pc = args + # pc = pointcloud_buffer.find_closest(detections.image.ts) transform = self.tf.get("camera_optical", "world", detections.image.ts, time_tolerance) - return self.process_frame(detections, pc, self.camera_info, transform) + return self.process_frame(detections, pc, transform) - combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) + # combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) + combined_stream = self.detection_stream().pipe( + ops.with_latest_from(self.pointcloud.observable()), ops.map(detection2d_to_3d) + ) self.detection_stream().subscribe( lambda det: self.detections.publish(det.to_ros_detection2d_array()) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 19142968ec..c33c26fa7e 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -74,7 +74,7 @@ def test_module3d_replay(dimos_cluster): module3D = dimos_cluster.deploy(Detection3DModule, camera_info=ConnectionModule._camera_info()) module3D.image.connect(connection.video) - module3D.pointcloud.connect(connection.lidar) + module3D.pointcloud.connect(mapper.global_map) module3D.annotations.transport = LCMTransport("/annotations", ImageAnnotations) module3D.detections.transport = LCMTransport("/detections", Detection2DArray) diff --git a/flake.nix b/flake.nix index 7101de506f..0061153089 100644 --- a/flake.nix +++ b/flake.nix @@ -36,6 +36,11 @@ ### GTK / OpenCV helpers glib gtk3 gdk-pixbuf gobject-introspection + + ### GStreamer + gst_all_1.gstreamer gst_all_1.gst-plugins-base gst_all_1.gst-plugins-good + gst_all_1.gst-plugins-bad gst_all_1.gst-plugins-ugly + python312Packages.gst-python ### Open3D & build-time eigen cmake ninja jsoncpp libjpeg libpng @@ -57,9 +62,11 @@ pkgs.xorg.libXrender pkgs.xorg.libXdamage pkgs.xorg.libXcomposite pkgs.xorg.libxcb pkgs.xorg.libXScrnSaver pkgs.xorg.libXxf86vm pkgs.udev pkgs.portaudio pkgs.SDL2.dev pkgs.zlib pkgs.glib pkgs.gtk3 - pkgs.gdk-pixbuf pkgs.gobject-introspection pkgs.lcm pkgs.pcre2]}:$LD_LIBRARY_PATH" + pkgs.gdk-pixbuf pkgs.gobject-introspection pkgs.lcm pkgs.pcre2 + pkgs.gst_all_1.gstreamer pkgs.gst_all_1.gst-plugins-base]}:$LD_LIBRARY_PATH" export DISPLAY=:0 + export GI_TYPELIB_PATH="${pkgs.gst_all_1.gstreamer}/lib/girepository-1.0:${pkgs.gst_all_1.gst-plugins-base}/lib/girepository-1.0:$GI_TYPELIB_PATH" PROJECT_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD") if [ -f "$PROJECT_ROOT/env/bin/activate" ]; then From 5d8529f78e4402460a71395c3eb4645528f4a3b4 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 12:42:35 -0700 Subject: [PATCH 36/44] odom and lidar/image timestamps are mismatched in go2 client --- dimos/perception/detection2d/module3D.py | 18 +++++++------ dimos/perception/detection2d/test_module.py | 6 ++--- .../modular/connection_module.py | 27 ++++++++----------- 3 files changed, 24 insertions(+), 27 deletions(-) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index da97de20c5..b5420f37bd 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -51,12 +51,12 @@ class Detection3DModule(Detection2DModule): detections: Out[Detection2DArray] = None # type: ignore annotations: Out[ImageAnnotations] = None # type: ignore + detected_pointcloud_0: Out[PointCloud2] = None # type: ignore detected_pointcloud_1: Out[PointCloud2] = None # type: ignore detected_pointcloud_2: Out[PointCloud2] = None # type: ignore - detected_pointcloud_3: Out[PointCloud2] = None # type: ignore + detected_image_0: Out[Image] = None # type: ignore detected_image_1: Out[Image] = None # type: ignore detected_image_2: Out[Image] = None # type: ignore - detected_image_3: Out[Image] = None # type: ignore def __init__(self, camera_info: CameraInfo, *args, **kwargs): self.camera_info = camera_info @@ -270,6 +270,7 @@ def detection2d_to_3d(args): detections, pc = args # pc = pointcloud_buffer.find_closest(detections.image.ts) transform = self.tf.get("camera_optical", "world", detections.image.ts, time_tolerance) + print("COMBINING 2D AND 3D", detections, pc, transform) return self.process_frame(detections, pc, transform) # combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) @@ -290,16 +291,17 @@ def detection2d_to_3d(args): def _handle_combined_detections(self, detections: ImageDetections3D): if not detections: return + print(detections) if len(detections) > 0: - self.detected_pointcloud_1.publish(detections[0].pointcloud) - self.detected_image_1.publish(detections[0].cropped_image()) + self.detected_pointcloud_0.publish(detections[0].pointcloud) + self.detected_image_0.publish(detections[0].cropped_image()) if len(detections) > 1: - self.detected_pointcloud_2.publish(detections[1].pointcloud) - self.detected_image_2.publish(detections[1].cropped_image()) + self.detected_pointcloud_1.publish(detections[1].pointcloud) + self.detected_image_1.publish(detections[1].cropped_image()) if len(detections) > 3: - self.detected_pointcloud_3.publish(detections[2].pointcloud) - self.detected_image_3.publish(detections[2].cropped_image()) + self.detected_pointcloud_2.publish(detections[2].pointcloud) + self.detected_image_2.publish(detections[2].cropped_image()) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index c33c26fa7e..cb8cdbebb9 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -59,7 +59,7 @@ def test_module3d(moment: Moment): @pytest.mark.tool def test_module3d_replay(dimos_cluster): - connection = deploy_connection(dimos_cluster, loop=True, speed=0.2) + connection = deploy_connection(dimos_cluster, loop=False, speed=1.0) # mapper = deploy_navigation(dimos_cluster, connection) mapper = dimos_cluster.deploy( Map, voxel_size=0.5, cost_resolution=0.05, global_publish_interval=1.0 @@ -79,13 +79,13 @@ def test_module3d_replay(dimos_cluster): module3D.annotations.transport = LCMTransport("/annotations", ImageAnnotations) module3D.detections.transport = LCMTransport("/detections", Detection2DArray) + module3D.detected_pointcloud_0.transport = LCMTransport("/detected/pointcloud/0", PointCloud2) module3D.detected_pointcloud_1.transport = LCMTransport("/detected/pointcloud/1", PointCloud2) module3D.detected_pointcloud_2.transport = LCMTransport("/detected/pointcloud/2", PointCloud2) - module3D.detected_pointcloud_3.transport = LCMTransport("/detected/pointcloud/3", PointCloud2) + module3D.detected_image_0.transport = LCMTransport("/detected/image/0", Image) module3D.detected_image_1.transport = LCMTransport("/detected/image/1", Image) module3D.detected_image_2.transport = LCMTransport("/detected/image/2", Image) - module3D.detected_image_3.transport = LCMTransport("/detected/image/3", Image) module3D.start() connection.start() diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 9e1c72634d..1d19a4e2f4 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -55,7 +55,7 @@ warnings.filterwarnings("ignore", message="coroutine.*was never awaited") warnings.filterwarnings("ignore", message="H264Decoder.*failed to decode") -image_resize_factor = 1 +image_resize_factor = 2 originalwidth, originalheight = (1280, 720) @@ -104,18 +104,13 @@ def raw_video_stream(self): print("video stream start") video_store = TimedSensorReplay( f"{self.dir_name}/video", - # autocast=lambda data: Image.from_numpy(data, format=ImageFormat.RGB), ) return video_store.stream(**self.replay_config) @functools.cache def video_stream(self): - def adjust_timestamp(image: Image) -> Image: - image.ts = image.ts - 60.0 # adjust timestamp to match lidar - return image - - return self.raw_video_stream().pipe(ops.map(adjust_timestamp)) + return self.raw_video_stream() def move(self, vector: Twist, duration: float = 0.0): pass @@ -188,15 +183,15 @@ def start(self): def attach_frame_id(image: Image) -> Image: image.frame_id = "camera_optical" - return image - # return image.resize( - # int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) - # ) - - # sharpness_window( - # 5, self.connection.video_stream().pipe(ops.map(attach_frame_id)) - # ).subscribe(image_pub) - self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(self.video.publish) + # return image + return image.resize( + int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) + ) + + sharpness_window( + 2, self.connection.video_stream().pipe(ops.map(attach_frame_id)) + ).subscribe(self.video.publish) + # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(self.video.publish) # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) self.camera_info_stream().subscribe(self.camera_info.publish) From bd718791015e02a2cecc1f0fe0bd909386218c3f Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 17:40:56 -0700 Subject: [PATCH 37/44] working detection3d --- data/.lfs/unitree_go2_office_walk2.tar.gz | 3 ++ dimos/msgs/sensor_msgs/Image.py | 6 ++- dimos/perception/detection2d/module3D.py | 1 - dimos/perception/detection2d/test_module.py | 2 +- dimos/robot/unitree_webrtc/connection.py | 16 +++++++- .../modular/connection_module.py | 28 ++++++-------- .../unitree_webrtc/modular/ivan_unitree.py | 37 ++++++++++++------- dimos/robot/unitree_webrtc/type/lidar.py | 4 +- dimos/robot/unitree_webrtc/type/odometry.py | 5 ++- 9 files changed, 65 insertions(+), 37 deletions(-) create mode 100644 data/.lfs/unitree_go2_office_walk2.tar.gz diff --git a/data/.lfs/unitree_go2_office_walk2.tar.gz b/data/.lfs/unitree_go2_office_walk2.tar.gz new file mode 100644 index 0000000000..ea392c4b4c --- /dev/null +++ b/data/.lfs/unitree_go2_office_walk2.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d208cdf537ad01eed2068a4665e454ed30b30894bd9b35c14b4056712faeef5d +size 1693876005 diff --git a/dimos/msgs/sensor_msgs/Image.py b/dimos/msgs/sensor_msgs/Image.py index f800d849f8..1e7f92bed9 100644 --- a/dimos/msgs/sensor_msgs/Image.py +++ b/dimos/msgs/sensor_msgs/Image.py @@ -528,8 +528,10 @@ def sharpness_window(target_frequency: float, source: Observable[Image]) -> Obse def find_best(*argv): if not window._items: return None - return max(window._items, key=lambda x: x.sharpness()) + + found = max(window._items, key=lambda x: x.sharpness()) + return found return rx.interval(1.0 / target_frequency).pipe( - ops.observe_on(thread_scheduler), ops.map(find_best) + ops.observe_on(thread_scheduler), ops.map(find_best), ops.filter(lambda x: x is not None) ) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index b5420f37bd..208b007113 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -270,7 +270,6 @@ def detection2d_to_3d(args): detections, pc = args # pc = pointcloud_buffer.find_closest(detections.image.ts) transform = self.tf.get("camera_optical", "world", detections.image.ts, time_tolerance) - print("COMBINING 2D AND 3D", detections, pc, transform) return self.process_frame(detections, pc, transform) # combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index cb8cdbebb9..d5fd1afa8b 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -74,7 +74,7 @@ def test_module3d_replay(dimos_cluster): module3D = dimos_cluster.deploy(Detection3DModule, camera_info=ConnectionModule._camera_info()) module3D.image.connect(connection.video) - module3D.pointcloud.connect(mapper.global_map) + module3D.pointcloud.connect(connection.lidar) module3D.annotations.transport = LCMTransport("/annotations", ImageAnnotations) module3D.detections.transport = LCMTransport("/detections", Detection2DArray) diff --git a/dimos/robot/unitree_webrtc/connection.py b/dimos/robot/unitree_webrtc/connection.py index 97c83a7efb..b57fed8e92 100644 --- a/dimos/robot/unitree_webrtc/connection.py +++ b/dimos/robot/unitree_webrtc/connection.py @@ -211,6 +211,20 @@ def tf_stream(self) -> Subject[Transform]: def odom_stream(self) -> Subject[Pose]: return backpressure(self.raw_odom_stream().pipe(ops.map(Odometry.from_msg))) + @functools.cache + def video_stream(self) -> Observable[Image]: + return backpressure( + self.raw_video_stream().pipe( + ops.filter(lambda frame: frame is not None), + ops.map( + lambda frame: Image.from_numpy( + frame.to_ndarray(format="rgb24"), + frame_id="camera_optical", + ) + ), + ) + ) + @functools.cache def lowstate_stream(self) -> Subject[LowStateMsg]: return backpressure(self.unitree_sub_stream(RTC_TOPIC["LOW_STATE"])) @@ -255,7 +269,7 @@ def color(self, color: VUI_COLOR = VUI_COLOR.RED, colortime: int = 60) -> bool: ) @functools.lru_cache(maxsize=None) - def video_stream(self) -> Observable[VideoMessage]: + def raw_video_stream(self) -> Observable[VideoMessage]: subject: Subject[VideoMessage] = Subject() stop_event = threading.Event() diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 1d19a4e2f4..3bfb2a3b3e 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -38,6 +38,7 @@ from dimos.robot.unitree_webrtc.type.lidar import LidarMessage from dimos.utils.data import get_data from dimos.utils.logging_config import setup_logger +from dimos.utils.reactive import backpressure from dimos.utils.testing import TimedSensorReplay, TimedSensorStorage logger = setup_logger("dimos.robot.unitree_webrtc.unitree_go2", level=logging.INFO) @@ -55,12 +56,12 @@ warnings.filterwarnings("ignore", message="coroutine.*was never awaited") warnings.filterwarnings("ignore", message="H264Decoder.*failed to decode") -image_resize_factor = 2 +image_resize_factor = 1 originalwidth, originalheight = (1280, 720) class FakeRTC(UnitreeWebRTCConnection): - dir_name = "unitree_go2_lidar_corrected" + dir_name = "unitree_go2_office_walk2" # we don't want UnitreeWebRTCConnection to init def __init__( @@ -93,14 +94,14 @@ def lidar_stream(self): return lidar_store.stream(**self.replay_config) @functools.cache - def raw_odom_stream(self): + def odom_stream(self): print("odom stream start") odom_store = TimedSensorReplay(f"{self.dir_name}/odom") return odom_store.stream(**self.replay_config) # we don't have raw video stream in the data set @functools.cache - def raw_video_stream(self): + def video_stream(self): print("video stream start") video_store = TimedSensorReplay( f"{self.dir_name}/video", @@ -108,10 +109,6 @@ def raw_video_stream(self): return video_store.stream(**self.replay_config) - @functools.cache - def video_stream(self): - return self.raw_video_stream() - def move(self, vector: Twist, duration: float = 0.0): pass @@ -150,7 +147,7 @@ def record(self, recording_name: str): lidar_store.save_stream(self.connection.lidar_stream()).subscribe(lambda x: x) odom_store: TimedSensorStorage = TimedSensorStorage(f"{recording_name}/odom") - odom_store.save_stream(self.connection.raw_odom_stream()).subscribe(lambda x: x) + odom_store.save_stream(self.connection.odom_stream()).subscribe(lambda x: x) video_store: TimedSensorStorage = TimedSensorStorage(f"{recording_name}/video") video_store.save_stream(self.connection.video_stream()).subscribe(lambda x: x) @@ -181,19 +178,16 @@ def start(self): # self.connection.video_stream().subscribe(lambda video: print("IMAGE", video.ts)) # self.connection.odom_stream().subscribe(lambda odom: print("ODOM", odom.ts)) - def attach_frame_id(image: Image) -> Image: - image.frame_id = "camera_optical" - # return image + def resize(image: Image) -> Image: return image.resize( int(originalwidth / image_resize_factor), int(originalheight / image_resize_factor) ) - sharpness_window( - 2, self.connection.video_stream().pipe(ops.map(attach_frame_id)) - ).subscribe(self.video.publish) - # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(self.video.publish) + sharpness = sharpness_window(10, self.connection.video_stream()) + sharpness.subscribe(self.video.publish) + # self.connection.video_stream().subscribe(self.video.publish) - # self.connection.video_stream().pipe(ops.map(attach_frame_id)).subscribe(image_pub) + # self.connection.video_stream().pipe(ops.map(resize)).subscribe(self.video.publish) self.camera_info_stream().subscribe(self.camera_info.publish) self.movecmd.subscribe(self.connection.move) diff --git a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py index f4bfe08c26..5893248530 100644 --- a/dimos/robot/unitree_webrtc/modular/ivan_unitree.py +++ b/dimos/robot/unitree_webrtc/modular/ivan_unitree.py @@ -18,12 +18,15 @@ from dimos_lcm.sensor_msgs import CameraInfo from dimos.core import LCMTransport, start + +# from dimos.msgs.detection2d import Detection2DArray from dimos.msgs.foxglove_msgs import ImageAnnotations -from dimos.msgs.sensor_msgs import PointCloud2 -from dimos.perception.detection2d import Detection2DArrayFix -from dimos.perception.detection2d.module import Detection3DModule +from dimos.msgs.sensor_msgs import Image, PointCloud2 +from dimos.msgs.vision_msgs import Detection2DArray +from dimos.perception.detection2d import Detection3DModule from dimos.protocol.pubsub import lcm from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation +from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule from dimos.utils.logging_config import setup_logger logger = setup_logger("dimos.robot.unitree_webrtc.unitree_go2", level=logging.INFO) @@ -32,19 +35,27 @@ def detection_unitree(): dimos = start(6) - connection = deploy_connection(dimos, loop=False, speed=0.2) - # connection.record("unitree_go2_lidar_corrected") + connection = deploy_connection(dimos) + connection.start() + # connection.record("unitree_go2_office_walk2") # mapper = deploy_navigation(dimos, connection) - detection = dimos.deploy(Detection3DModule) - detection.image.connect(connection.video) - detection.camera_info.connect(connection.camera_info) - detection.pointcloud.connect(connection.lidar) + module3D = dimos.deploy(Detection3DModule, camera_info=ConnectionModule._camera_info()) + + module3D.image.connect(connection.video) + module3D.pointcloud.connect(connection.lidar) + + module3D.annotations.transport = LCMTransport("/annotations", ImageAnnotations) + module3D.detections.transport = LCMTransport("/detections", Detection2DArray) - detection.detections.transport = LCMTransport("/detections", Detection2DArrayFix) - detection.annotations.transport = LCMTransport("/annotations", ImageAnnotations) - detection.filtered_pointcloud.transport = LCMTransport("/filtered_pointcloud", PointCloud2) + module3D.detected_pointcloud_0.transport = LCMTransport("/detected/pointcloud/0", PointCloud2) + module3D.detected_pointcloud_1.transport = LCMTransport("/detected/pointcloud/1", PointCloud2) + module3D.detected_pointcloud_2.transport = LCMTransport("/detected/pointcloud/2", PointCloud2) + module3D.detected_image_0.transport = LCMTransport("/detected/image/0", Image) + module3D.detected_image_1.transport = LCMTransport("/detected/image/1", Image) + module3D.detected_image_2.transport = LCMTransport("/detected/image/2", Image) + module3D.start() # detection.start() try: @@ -53,7 +64,7 @@ def detection_unitree(): except KeyboardInterrupt: connection.stop() # mapper.stop() - detection.stop() + # detection.stop() logger.info("Shutting down...") diff --git a/dimos/robot/unitree_webrtc/type/lidar.py b/dimos/robot/unitree_webrtc/type/lidar.py index 64bc6e2597..aefd9654e1 100644 --- a/dimos/robot/unitree_webrtc/type/lidar.py +++ b/dimos/robot/unitree_webrtc/type/lidar.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import time from copy import copy from typing import List, Optional, TypedDict @@ -79,7 +80,8 @@ def from_msg(cls: "LidarMessage", raw_message: RawLidarMsg, **kwargs) -> "LidarM "origin": origin, "resolution": data["resolution"], "pointcloud": pointcloud, - "ts": data["stamp"], + # - this is broken in unitree webrtc api "stamp":1.758148e+09 + "ts": time.time(), # data["stamp"], "raw_msg": raw_message, **kwargs, } diff --git a/dimos/robot/unitree_webrtc/type/odometry.py b/dimos/robot/unitree_webrtc/type/odometry.py index ed9f0d68bd..c307929a00 100644 --- a/dimos/robot/unitree_webrtc/type/odometry.py +++ b/dimos/robot/unitree_webrtc/type/odometry.py @@ -98,7 +98,10 @@ def from_msg(cls, msg: RawOdometryMessage) -> "Odometry": pose["orientation"].get("w"), ) - ts = to_timestamp(msg["data"]["header"]["stamp"]) + # ts = to_timestamp(msg["data"]["header"]["stamp"]) + # lidar / video timestamps are not available from the robot + # so we are deferring to local time for everything + ts = time.time() return Odometry(position=pos, orientation=rot, ts=ts, frame_id="world") def __repr__(self) -> str: From 856edc19e59d3c5194813282fbf181e7db551cda Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 18:55:39 -0700 Subject: [PATCH 38/44] mock agent test fix --- dimos/agents2/test_mock_agent.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/dimos/agents2/test_mock_agent.py b/dimos/agents2/test_mock_agent.py index 298e1c968b..4331b48c30 100644 --- a/dimos/agents2/test_mock_agent.py +++ b/dimos/agents2/test_mock_agent.py @@ -27,8 +27,6 @@ from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Vector3 from dimos.msgs.sensor_msgs import Image -from dimos.msgs.vision_msgs import Detection2DArray -from dimos.perception.detection2d import Detect2DModule from dimos.protocol.skill.test_coordinator import SkillContainerTest from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule from dimos.robot.unitree_webrtc.type.lidar import LidarMessage @@ -167,15 +165,8 @@ def test_tool_call_implicit_detections(): robot_connection.camera_info.transport = LCMTransport("/camera_info", CameraInfo) robot_connection.start() - detect2d = dimos.deploy(Detect2DModule) - detect2d.detections.transport = LCMTransport("/detections", Detection2DArray) - detect2d.annotations.transport = LCMTransport("/annotations", ImageAnnotations) - detect2d.image.connect(robot_connection.video) - detect2d.start() - test_skill_module = dimos.deploy(SkillContainerTest) - agent.register_skills(detect2d) agent.register_skills(test_skill_module) agent.start() @@ -208,5 +199,4 @@ def test_tool_call_implicit_detections(): agent.stop() test_skill_module.stop() robot_connection.stop() - detect2d.stop() dimos.stop() From e0db70508da51fd7973af2e03082ae92034e6d17 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 22:08:03 -0700 Subject: [PATCH 39/44] detector tests, stream tests fix --- dimos/core/stream.py | 3 - dimos/perception/detection2d/conftest.py | 12 +- dimos/perception/detection2d/test_module.py | 1 + dimos/perception/detection2d/test_type.py | 222 +++++++++++++++++++- dimos/perception/detection2d/type.py | 9 +- dimos/utils/test_testing.py | 15 +- dimos/utils/testing.py | 41 ++-- 7 files changed, 256 insertions(+), 47 deletions(-) diff --git a/dimos/core/stream.py b/dimos/core/stream.py index 8aedc5ddca..fab190e07f 100644 --- a/dimos/core/stream.py +++ b/dimos/core/stream.py @@ -85,9 +85,6 @@ def publish(self, msg: T): # used by local Input def subscribe(self, selfstream: In[T], callback: Callable[[T], any]) -> None: ... - def publish(self, *args, **kwargs): - return self.broadcast(*args, **kwargs) - class Stream(Generic[T]): _transport: Optional[Transport] diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index e550a9a910..526243937c 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -50,7 +50,7 @@ def dimos_cluster(): yield dimos -@pytest.fixture +@pytest.fixture(scope="session") def moment(): data_dir = "unitree_go2_lidar_corrected" get_data(data_dir) @@ -116,16 +116,14 @@ def publish_lcm(moment: Moment): detections_image_transport.publish(detection.cropped_image()) -@functools.cache -@pytest.fixture +@pytest.fixture(scope="session") def detections2d(moment: Moment): - return Detection2DModule().process_frame(moment.get("image_frame")) + return Detection2DModule().process_image_frame(moment.get("image_frame")) -@functools.cache -@pytest.fixture +@pytest.fixture(scope="session") def detections3d(moment: Moment): - detections2d = Detection2DModule().process_frame(moment.get("image_frame")) + detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) pointcloud = moment.get("lidar_frame") camera_transform = moment.get("tf").get("camera_optical", "world") diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index d5fd1afa8b..d973a28ebb 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -46,6 +46,7 @@ def test_module3d(moment: Moment): detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( detections2d, pointcloud, camera_transform ) + publish_lcm( { **moment, diff --git a/dimos/perception/detection2d/test_type.py b/dimos/perception/detection2d/test_type.py index 7afa5352d8..25264ef727 100644 --- a/dimos/perception/detection2d/test_type.py +++ b/dimos/perception/detection2d/test_type.py @@ -13,25 +13,227 @@ # limitations under the License. from dimos.perception.detection2d.conftest import detections2d, detections3d +from dimos.perception.detection2d.type import ( + Detection2D, + Detection3D, + ImageDetections2D, + ImageDetections3D, +) +from dimos.msgs.sensor_msgs import PointCloud2 +from dimos.msgs.geometry_msgs import Transform, Vector3, PoseStamped def test_detections2d(detections2d): + print(f"\n=== ImageDetections2D Test ===") + print(f"Type: {type(detections2d)}") + print(f"Number of detections: {len(detections2d)}") + print(f"Image timestamp: {detections2d.image.ts}") + print(f"Image shape: {detections2d.image.shape}") + print(f"Image frame_id: {detections2d.image.frame_id}") + + print(f"\nFull detections object:") print(detections2d) + # Basic type assertions + assert isinstance(detections2d, ImageDetections2D) + assert hasattr(detections2d, "image") + assert hasattr(detections2d, "detections") + + # Image assertions + assert detections2d.image is not None + assert detections2d.image.ts == 1757960670.490248 + assert detections2d.image.shape == (720, 1280, 3) + assert detections2d.image.frame_id == "camera_optical" + + # Detection count assertions + assert len(detections2d) == 1 + assert isinstance(detections2d.detections, list) + assert len(detections2d.detections) == 1 + + # Test first detection with literal checks + det = detections2d.detections[0] + print(f"\n--- Detection 0 (literal checks) ---") + print(f"Type: {type(det)}") + print(f"Name: {det.name}") + print(f"Class ID: {det.class_id}") + print(f"Track ID: {det.track_id}") + print(f"Confidence: {det.confidence}") + print(f"Bbox: {det.bbox}") + print(f"Timestamp: {det.ts}") + + # Detection type assertions + assert isinstance(det, Detection2D) + + # Literal value assertions + assert det.name == "suitcase" + assert det.class_id == 28 # COCO class 28 is suitcase + assert det.track_id == 1 + assert 0.814 < det.confidence < 0.815 # Allow small floating point variance + + # Data type assertions + assert isinstance(det.name, str) + assert isinstance(det.class_id, int) + assert isinstance(det.track_id, int) + assert isinstance(det.confidence, float) + assert isinstance(det.bbox, (tuple, list)) and len(det.bbox) == 4 + assert isinstance(det.ts, float) + + # Bbox literal checks (with tolerance for float precision) + x1, y1, x2, y2 = det.bbox + assert 503.4 < x1 < 503.5 + assert 249.8 < y1 < 250.0 + assert 655.9 < x2 < 656.0 + assert 469.8 < y2 < 470.0 + + # Bbox format assertions + assert all(isinstance(coord, (int, float)) for coord in det.bbox) + assert x2 > x1, f"x2 ({x2}) should be greater than x1 ({x1})" + assert y2 > y1, f"y2 ({y2}) should be greater than y1 ({y1})" + assert x1 >= 0 and y1 >= 0, "Bbox coordinates should be non-negative" + + # Bbox width/height checks + width = x2 - x1 + height = y2 - y1 + assert 152.0 < width < 153.0 # Expected width ~152.5 + assert 219.0 < height < 221.0 # Expected height ~219.9 + + # Confidence assertions + assert 0.0 <= det.confidence <= 1.0, ( + f"Confidence should be between 0 and 1, got {det.confidence}" + ) + + # Image reference assertion + assert det.image is detections2d.image, "Detection should reference the same image" + + # Timestamp consistency + assert det.ts == detections2d.image.ts + assert det.ts == 1757960670.490248 + def test_detections3d(detections3d): + print(f"\n=== ImageDetections3D Test ===") + print(f"Type: {type(detections3d)}") + print(f"Number of detections: {len(detections3d)}") + print(f"Image timestamp: {detections3d.image.ts}") + print(f"Image shape: {detections3d.image.shape}") + print(f"Image frame_id: {detections3d.image.frame_id}") + + print(f"\nFull detections object:") print(detections3d) + # Basic type assertions + assert isinstance(detections3d, ImageDetections3D) + assert hasattr(detections3d, "image") + assert hasattr(detections3d, "detections") -def test_detection3d_to_pose(detections3d): - """Test converting a Detection3D to PoseStamped.""" - # Get first detection - if len(detections3d) > 0: - det = detections3d[0] - pose = det.to_pose() + # Image assertions + assert detections3d.image is not None + assert detections3d.image.ts == 1757960670.490248 + assert detections3d.image.shape == (720, 1280, 3) + assert detections3d.image.frame_id == "camera_optical" - # Check that pose is valid - assert pose.frame_id == "world" - assert pose.ts == det.ts + # Detection count assertions + assert len(detections3d) == 1 + assert isinstance(detections3d.detections, list) + assert len(detections3d.detections) == 1 + + # Test first 3D detection with literal checks + det = detections3d.detections[0] + print(f"\n--- Detection3D 0 (literal checks) ---") + print(f"Type: {type(det)}") + print(f"Name: {det.name}") + print(f"Class ID: {det.class_id}") + print(f"Track ID: {det.track_id}") + print(f"Confidence: {det.confidence}") + print(f"Bbox: {det.bbox}") + print(f"Timestamp: {det.ts}") + print(f"Has pointcloud: {hasattr(det, 'pointcloud')}") + print(f"Has transform: {hasattr(det, 'transform')}") + if hasattr(det, "pointcloud"): + print(f"Pointcloud points: {len(det.pointcloud)}") + print(f"Pointcloud frame_id: {det.pointcloud.frame_id}") + + # Detection type assertions + assert isinstance(det, Detection3D) + + # Detection3D should have all Detection2D fields plus pointcloud and transform + assert hasattr(det, "bbox") + assert hasattr(det, "track_id") + assert hasattr(det, "class_id") + assert hasattr(det, "confidence") + assert hasattr(det, "name") + assert hasattr(det, "ts") + assert hasattr(det, "image") + assert hasattr(det, "pointcloud") + assert hasattr(det, "transform") + + # Literal value assertions (should match Detection2D) + assert det.name == "suitcase" + assert det.class_id == 28 # COCO class 28 is suitcase + assert det.track_id == 1 + assert 0.814 < det.confidence < 0.815 # Allow small floating point variance + + # Data type assertions + assert isinstance(det.name, str) + assert isinstance(det.class_id, int) + assert isinstance(det.track_id, int) + assert isinstance(det.confidence, float) + assert isinstance(det.bbox, (tuple, list)) and len(det.bbox) == 4 + assert isinstance(det.ts, float) + + # Bbox literal checks (should match Detection2D) + x1, y1, x2, y2 = det.bbox + assert 503.4 < x1 < 503.5 + assert 249.8 < y1 < 250.0 + assert 655.9 < x2 < 656.0 + assert 469.8 < y2 < 470.0 + + # 3D-specific assertions + assert isinstance(det.pointcloud, PointCloud2) + assert isinstance(det.transform, Transform) + + # Pointcloud assertions + assert len(det.pointcloud) == 81 # Based on the output we saw + assert det.pointcloud.frame_id == "world" # Pointcloud should be in world frame + + # Test center calculation + center = det.center + print(f"\nDetection center: {center}") + assert isinstance(center, Vector3) + assert hasattr(center, "x") + assert hasattr(center, "y") + assert hasattr(center, "z") + + # Test pose property + pose = det.pose + print(f"Detection pose: {pose}") + assert isinstance(pose, PoseStamped) + assert pose.frame_id == "world" + assert pose.ts == det.ts + assert pose.position == center # Pose position should match center + + # Check distance calculation (from to_repr_dict) + repr_dict = det.to_repr_dict() + print(f"\nRepr dict: {repr_dict}") + assert "dist" in repr_dict + assert repr_dict["dist"] == "0.88m" # Based on the output + assert repr_dict["points"] == "81" + assert repr_dict["name"] == "suitcase" + assert repr_dict["class"] == "28" + assert repr_dict["track"] == "1" + + # Image reference assertion + assert det.image is detections3d.image, "Detection should reference the same image" + + # Timestamp consistency + assert det.ts == detections3d.image.ts + assert det.ts == 1757960670.490248 + + +def test_detection3d_to_pose(detections3d): + det = detections3d[0] + pose = det.pose - print(f"Detection {det.name} pose: position={pose.position}") + # Check that pose is valid + assert pose.frame_id == "world" + assert pose.ts == det.ts diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index 1e99f845e8..be1ae2fce9 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -327,22 +327,19 @@ def center(self) -> Vector3: """Calculate the center of the pointcloud in world frame.""" points = np.asarray(self.pointcloud.pointcloud.points) center = points.mean(axis=0) - - return Vector3(center[0], center[1], center[2]) + return Vector3(*center) @functools.cached_property - def to_pose(self) -> PoseStamped: + def pose(self) -> PoseStamped: """Convert detection to a PoseStamped using pointcloud center. Returns pose in world frame with identity rotation. The pointcloud is already in world frame. """ - center_world = self.center - return PoseStamped( ts=self.ts, frame_id="world", - position=center_world, + position=self.center, orientation=(0.0, 0.0, 0.0, 1.0), # Identity quaternion ) diff --git a/dimos/utils/test_testing.py b/dimos/utils/test_testing.py index 0210eb26a4..017b267c1b 100644 --- a/dimos/utils/test_testing.py +++ b/dimos/utils/test_testing.py @@ -14,6 +14,7 @@ import hashlib import os +import re import subprocess import reactivex as rx @@ -205,16 +206,26 @@ def test_duration_with_loop(): def test_first_methods(): """Test first() and first_timestamp() methods""" + # Test SensorReplay.first() lidar_replay = testing.SensorReplay("office_lidar", autocast=LidarMessage.from_msg) + + print("first file", lidar_replay.files[0]) + # Verify the first file ends with 000.pickle using regex + assert re.search(r"000\.pickle$", str(lidar_replay.files[0])), ( + f"Expected first file to end with 000.pickle, got {lidar_replay.files[0]}" + ) + first_msg = lidar_replay.first() assert first_msg is not None assert isinstance(first_msg, LidarMessage) # Verify it's the same type as first item from iterate() first_from_iterate = next(lidar_replay.iterate()) - assert type(first_msg) == type(first_from_iterate) - assert first_msg.ts == first_from_iterate.ts # Compare timestamps + print("DONE") + assert type(first_msg) is type(first_from_iterate) + # Since LidarMessage.from_msg uses time.time(), timestamps will be slightly different + assert abs(first_msg.ts - first_from_iterate.ts) < 1.0 # Within 1 second tolerance # Test TimedSensorReplay.first_timestamp() odom_store = testing.TimedSensorReplay("unitree_office_walk/odom", autocast=Odometry.from_msg) diff --git a/dimos/utils/testing.py b/dimos/utils/testing.py index 26100ee9c5..8930b2f0e9 100644 --- a/dimos/utils/testing.py +++ b/dimos/utils/testing.py @@ -11,11 +11,12 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. - +import functools import glob import logging import os import pickle +import re import time from pathlib import Path from typing import Any, Callable, Generic, Iterator, Optional, Tuple, TypeVar, Union @@ -42,12 +43,9 @@ class SensorReplay(Generic[T]): For example: lambda data: LidarMessage.from_msg(data) """ - debug: Optional[str] - - def __init__(self, name: str, autocast: Optional[Callable[[Any], T]] = None, debug=None): + def __init__(self, name: str, autocast: Optional[Callable[[Any], T]] = None): self.root_dir = get_data(name) self.autocast = autocast - self.debug = debug def load(self, *names: Union[int, str]) -> Union[T, Any, list[T], list[Any]]: if len(names) == 1: @@ -55,8 +53,6 @@ def load(self, *names: Union[int, str]) -> Union[T, Any, list[T], list[Any]]: return list(map(lambda name: self.load_one(name), names)) def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: - if self.debug: - print(f"{self.debug} load {name}") if isinstance(name, int): full_path = self.root_dir / f"/{name:03d}.pickle" elif isinstance(name, Path): @@ -76,15 +72,25 @@ def first(self) -> Optional[Union[T, Any]]: except StopIteration: return None - def iterate(self) -> Iterator[Union[T, Any]]: - pattern = os.path.join(self.root_dir, "*") - for file_path in sorted( - glob.glob(pattern), - key=lambda x: int(os.path.basename(x).split(".")[0]) - if os.path.basename(x).split(".")[0].isdigit() - else 0, - ): - yield self.load_one(Path(file_path)) + @functools.cached_property + def files(self) -> list[Path]: + def extract_number(filepath): + """Extract last digits before .pickle extension""" + basename = os.path.basename(filepath) + match = re.search(r"(\d+)\.pickle$", basename) + return int(match.group(1)) if match else 0 + + return sorted( + glob.glob(os.path.join(self.root_dir, "*")), + key=extract_number, + ) + + def iterate(self, loop: bool = False) -> Iterator[Union[T, Any]]: + while True: + for file_path in self.files: + yield self.load_one(Path(file_path)) + if not loop: + break def stream( self, rate_hz: Optional[float] = None, loop: bool = False @@ -170,9 +176,6 @@ def save_one(self, frame: T) -> int: class TimedSensorReplay(SensorReplay[T]): def load_one(self, name: Union[int, str, Path]) -> Union[T, Any]: - if self.debug: - print(f"{self.debug} load {name}") - if isinstance(name, int): full_path = self.root_dir / f"/{name:03d}.pickle" elif isinstance(name, Path): From a1d49cbd0a5ba00dad4d1d6aa1877482c3cfa5c2 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 22:26:15 -0700 Subject: [PATCH 40/44] type checks passing --- dimos/perception/detection2d/conftest.py | 19 +++++++++++-------- dimos/perception/detection2d/module3D.py | 2 +- dimos/perception/detection2d/moduleDB.py | 5 +++-- dimos/perception/detection2d/test_module.py | 14 ++++++++------ dimos/perception/detection2d/type.py | 4 ++-- 5 files changed, 25 insertions(+), 19 deletions(-) diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index 526243937c..a8caf60fba 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -25,6 +25,7 @@ from dimos.msgs.sensor_msgs.Image import Image from dimos.perception.detection2d.module2D import Detection2DModule from dimos.perception.detection2d.module3D import Detection3DModule +from dimos.perception.detection2d.type import ImageDetections3D from dimos.protocol.service import lcmservice as lcm from dimos.protocol.tf import TF from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule @@ -34,14 +35,15 @@ from dimos.utils.testing import TimedSensorReplay -class Moment(TypedDict): +class Moment(TypedDict, total=False): odom_frame: Odometry lidar_frame: LidarMessage image_frame: Image camera_info: CameraInfo transforms: list[Transform] tf: TF - detections: Optional[PointCloud2] + annotations: Optional[ImageAnnotations] + detections: Optional[ImageDetections3D] @pytest.fixture @@ -118,15 +120,16 @@ def publish_lcm(moment: Moment): @pytest.fixture(scope="session") def detections2d(moment: Moment): - return Detection2DModule().process_image_frame(moment.get("image_frame")) + return Detection2DModule().process_image_frame(moment["image_frame"]) @pytest.fixture(scope="session") def detections3d(moment: Moment): - detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) - pointcloud = moment.get("lidar_frame") - camera_transform = moment.get("tf").get("camera_optical", "world") + detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) + camera_transform = moment["tf"].get("camera_optical", "world") + if camera_transform is None: + raise ValueError("No camera_optical transform in tf") - return Detection3DModule(camera_info=moment.get("camera_info")).process_frame( - detections2d, pointcloud, camera_transform + return Detection3DModule(camera_info=moment["camera_info"]).process_frame( + detections2d, moment["lidar_frame"], camera_transform ) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index 208b007113..b84a8e298a 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -226,7 +226,7 @@ def process_frame( # ) if not transform: - return None + return ImageDetections3D(detections.image, []) pointcloud_list = self.filter_points_in_detections(detections, pointcloud, transform) diff --git a/dimos/perception/detection2d/moduleDB.py b/dimos/perception/detection2d/moduleDB.py index 9d1c8de667..8e9205c4f3 100644 --- a/dimos/perception/detection2d/moduleDB.py +++ b/dimos/perception/detection2d/moduleDB.py @@ -27,7 +27,8 @@ from dimos.msgs.geometry_msgs import Transform from dimos.msgs.sensor_msgs import Image, PointCloud2 from dimos.msgs.vision_msgs import Detection2DArray, Detection3DArray -from dimos.perception.detection2d.module2D import Detection2DModule, Detection3DModule +from dimos.perception.detection2d.module2D import Detection2DModule +from dimos.perception.detection2d.module3D import Detection3DModule from dimos.perception.detection2d.type import ( Detection2D, Detection3D, @@ -50,6 +51,6 @@ def add_detections(self, detections: List[Detection3DArray]): def add_detection(self, detection: Detection3D): print("DETECTION", detection) - @skill def lookup(self, label: str) -> List[Detection3D]: """Look up a detection by label.""" + return [] diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index d973a28ebb..4549dc96dd 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -30,20 +30,22 @@ def test_module2d(moment: Moment): - detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) + detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) print(detections2d) annotations = detections2d.to_image_annotations() - publish_lcm({annotations: "annotations", **moment}) + publish_lcm({"annotations": annotations, **moment}) def test_module3d(moment: Moment): - detections2d = Detection2DModule().process_image_frame(moment.get("image_frame")) - pointcloud = moment.get("lidar_frame") - camera_transform = moment.get("tf").get("camera_optical", "world") + detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) + pointcloud = moment["lidar_frame"] + camera_transform = moment["tf"].get("camera_optical", "world") + if camera_transform is None: + raise ValueError("No camera_optical transform in tf") annotations = detections2d.to_image_annotations() - detections3d = Detection3DModule(camera_info=moment.get("camera_info")).process_frame( + detections3d = Detection3DModule(camera_info=moment["camera_info"]).process_frame( detections2d, pointcloud, camera_transform ) diff --git a/dimos/perception/detection2d/type.py b/dimos/perception/detection2d/type.py index be1ae2fce9..b37828e8e8 100644 --- a/dimos/perception/detection2d/type.py +++ b/dimos/perception/detection2d/type.py @@ -50,7 +50,7 @@ Bbox = Tuple[float, float, float, float] CenteredBbox = Tuple[float, float, float, float] # yolo and detic have bad output formats -InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[List[str]]] +InconvinientDetectionFormat = Tuple[List[Bbox], List[int], List[int], List[float], List[str]] Detection = Tuple[Bbox, int, int, float, str] Detections = List[Detection] @@ -478,7 +478,7 @@ class ImageDetections2D(ImageDetections[Detection2D]): @classmethod def from_detector( cls, image: Image, raw_detections: InconvinientDetectionFormat, **kwargs - ) -> "ImageDetections[Detection2D]": + ) -> "ImageDetections2D": return cls( image=image, detections=Detection2D.from_detector(raw_detections, image=image, ts=image.ts), From c9db04760ad6bb59a3c57fc188fad15e2741e0b8 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 22:34:13 -0700 Subject: [PATCH 41/44] module detection tests --- dimos/perception/detection2d/test_module.py | 112 ++++++++++++++++++++ 1 file changed, 112 insertions(+) diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index 4549dc96dd..fc59b1d006 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -20,9 +20,17 @@ from dimos.core import LCMTransport from dimos.msgs.nav_msgs import OccupancyGrid, Path from dimos.msgs.vision_msgs import Detection2DArray +from dimos.msgs.sensor_msgs import PointCloud2 as PointCloud2Msg +from dimos.msgs.geometry_msgs import Transform, Vector3, PoseStamped from dimos.perception.detection2d.conftest import Moment, dimos_cluster, publish_lcm from dimos.perception.detection2d.module2D import Detection2DModule from dimos.perception.detection2d.module3D import Detection3DModule +from dimos.perception.detection2d.type import ( + Detection2D, + Detection3D, + ImageDetections2D, + ImageDetections3D, +) from dimos.robot.unitree_webrtc.modular import deploy_connection, deploy_navigation from dimos.robot.unitree_webrtc.modular.connection_module import ConnectionModule from dimos.robot.unitree_webrtc.type.lidar import LidarMessage @@ -33,6 +41,41 @@ def test_module2d(moment: Moment): detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) print(detections2d) + # Print actual values for inspection + print(f"\n=== test_module2d Output ===") + print(f"Type: {type(detections2d)}") + print(f"Number of detections: {len(detections2d)}") + print(f"Image timestamp: {detections2d.image.ts}") + print(f"Image shape: {detections2d.image.shape}") + print(f"Image frame_id: {detections2d.image.frame_id}") + + if len(detections2d) > 0: + det = detections2d.detections[0] + print(f"\n--- First detection ---") + print(f"Name: {det.name}") + print(f"Class ID: {det.class_id}") + print(f"Track ID: {det.track_id}") + print(f"Confidence: {det.confidence}") + print(f"Bbox: {det.bbox}") + + # Assertions for test_module2d + assert isinstance(detections2d, ImageDetections2D) + assert len(detections2d) == 1 + assert detections2d.image.ts == 1757960670.490248 + assert detections2d.image.shape == (720, 1280, 3) + assert detections2d.image.frame_id == "camera_optical" + + # Check first detection + det = detections2d.detections[0] + assert isinstance(det, Detection2D) + assert det.name == "suitcase" + assert det.class_id == 28 + assert det.track_id == 1 + assert det.confidence == 0.8145349025726318 + + # Check bbox values + assert det.bbox == [503.437255859375, 249.89385986328125, 655.950439453125, 469.82879638671875] + annotations = detections2d.to_image_annotations() publish_lcm({"annotations": annotations, **moment}) @@ -59,6 +102,75 @@ def test_module3d(moment: Moment): print(detections3d) + # Print actual values for inspection + print(f"\n=== test_module3d Output ===") + print(f"Type: {type(detections3d)}") + print(f"Number of detections: {len(detections3d)}") + print(f"Image timestamp: {detections3d.image.ts}") + print(f"Image shape: {detections3d.image.shape}") + print(f"Image frame_id: {detections3d.image.frame_id}") + + if len(detections3d) > 0: + det = detections3d.detections[0] + print(f"\n--- First 3D detection ---") + print(f"Name: {det.name}") + print(f"Class ID: {det.class_id}") + print(f"Track ID: {det.track_id}") + print(f"Confidence: {det.confidence}") + print(f"Bbox: {det.bbox}") + print(f"Pointcloud points: {len(det.pointcloud)}") + print(f"Pointcloud frame_id: {det.pointcloud.frame_id}") + print(f"Center: {det.center}") + print(f"Pose: {det.pose}") + + # Check distance from repr_dict + repr_dict = det.to_repr_dict() + print(f"Distance: {repr_dict.get('dist', 'N/A')}") + print(f"Points in repr: {repr_dict.get('points', 'N/A')}") + + # Assertions for test_module3d + assert isinstance(detections3d, ImageDetections3D) + assert len(detections3d) == 1 + assert detections3d.image.ts == 1757960670.490248 + assert detections3d.image.shape == (720, 1280, 3) + assert detections3d.image.frame_id == "camera_optical" + + # Check first 3D detection + det = detections3d.detections[0] + assert isinstance(det, Detection3D) + assert det.name == "suitcase" + assert det.class_id == 28 + assert det.track_id == 1 + assert det.confidence == 0.8145349025726318 + + # Check bbox values (should match 2D) + assert det.bbox == [503.437255859375, 249.89385986328125, 655.950439453125, 469.82879638671875] + + # 3D-specific assertions + assert isinstance(det.pointcloud, PointCloud2Msg) + assert len(det.pointcloud) == 81 + assert det.pointcloud.frame_id == "world" + assert isinstance(det.transform, Transform) + + # Check center + center = det.center + assert isinstance(center, Vector3) + # Values from output: Vector([ -3.3565 -0.26265 0.18549]) + assert abs(center.x - (-3.3565)) < 1e-4 + assert abs(center.y - (-0.26265)) < 1e-4 + assert abs(center.z - 0.18549) < 1e-4 + + # Check pose + pose = det.pose + assert isinstance(pose, PoseStamped) + assert pose.frame_id == "world" + assert pose.ts == det.ts + + # Check repr dict values + repr_dict = det.to_repr_dict() + assert repr_dict["dist"] == "0.88m" + assert repr_dict["points"] == "81" + @pytest.mark.tool def test_module3d_replay(dimos_cluster): From fefd0955109123fe851bd317b050064c24873c97 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 22:35:08 -0700 Subject: [PATCH 42/44] removing unused files --- .../robot/unitree_webrtc/modular/filename.pkl | Bin 3329617 -> 0 bytes .../modular/filter_points_in_detection.py | 332 ------------------ 2 files changed, 332 deletions(-) delete mode 100644 dimos/robot/unitree_webrtc/modular/filename.pkl delete mode 100644 dimos/robot/unitree_webrtc/modular/filter_points_in_detection.py diff --git a/dimos/robot/unitree_webrtc/modular/filename.pkl b/dimos/robot/unitree_webrtc/modular/filename.pkl deleted file mode 100644 index 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zaU6Cics2YxS)3Mza&SWxc&+qbXU;2J=eID+rhUdIf92uGP{_W5c~`9%S7Ip0_wlu+?kzbR?MMQR|J+;2bMKo*~ihm0sjX4 z8}P3$QwRLZpQsg3368A!%07JLl@uXG)^?ZU3k@3aR%~nF7j^^wby0A@zkDTS7l)!6 z%eQs(Yq>LTK>mdhxd?0QrvpE=T}lu5w=wztKlm3Wq+$pxkz-@O4ktbw{$)aNWtJ*9 zso(f#92}0TAjy%}i8J8e$&6SL$#?yufPVx2UCsJODkNpQ_KMT zf|aIkBm4sY7PGg&1pmTlXN2Fn{L98Ua|F*S>zii9yqFZ~6WJ0lQ5~4d! zCX`H$NhNCZTUtzs+hj}l=#MY7@B8?>yQwbP(XAy6 zGn6#C3@enYX6QC~*2&coF8^@+_4a=j?~()Ir9Cefe!A1SmpmWtym#f^|FcVQ^}~@wcFzp*v{FSX?!uaaHfNh#hI7JNpey zx2h@4^f5~vkPM$EYqB^O+mprV4Xl)9WN|tXD@CO{U5#hcr~In%25VfKZozj^3EG^r!_ejUi#GSl zJ6-aQ0(ZsVn2opIF4u`o)+e_2Xz@5+MVnl$G{H4-92pX4BGsbFaJcj9m-vep+-4Ci z)~Bnc={}=ExA4Bn?kf76Up3D__mw-}u9^fNC~F)~hfR{kAD54{>aXp@P^UNY%( Vg+=t np.ndarray: - """Project 3D points to 2D camera coordinates. - - Args: - points_3d: Nx3 array of 3D points in base_link frame (in meters) - camera_matrix: 3x3 camera intrinsic matrix - extrinsics: 4x4 transformation matrix from base_link to camera_optical frame - - Returns: - Nx2 array of projected 2D points in pixels, valid_mask - """ - # Transform points from base_link to camera_optical frame - points_homogeneous = np.hstack([points_3d, np.ones((points_3d.shape[0], 1))]) - points_camera = (extrinsics @ points_homogeneous.T).T - - # Debug: print sample of 3D coordinates - print(f"Sample 3D points in world frame (first 5):") - print(points_3d[:5]) - print(f"Sample 3D points in camera optical frame (first 5):") - print(points_camera[:5, :3]) - print(f" Note: In optical frame - X:right, Y:down, Z:forward") - - # Find points at reasonable heights (positive Y in optical frame means below camera) - reasonable_height_mask = (points_camera[:, 1] > -1.0) & (points_camera[:, 1] < 2.0) - print(f"Points at reasonable height (Y in [-1, 2]): {reasonable_height_mask.sum()}") - - # Broadcast the transformed pointcloud in camera_optical frame for debugging - from dimos.core import LCMTransport - - # First broadcast the original world frame points - world_pointcloud = PointCloud2.from_numpy(points_3d, frame_id="world", timestamp=timestamp) - world_transport = LCMTransport("/debug_world_points", PointCloud2) - world_transport.broadcast(None, world_pointcloud) - print(f"Published world frame pointcloud with {points_3d.shape[0]} points") - - # Then broadcast the transformed camera optical frame points - camera_points_3d = points_camera[:, :3] - camera_pointcloud = PointCloud2.from_numpy( - camera_points_3d, frame_id="camera_optical", timestamp=timestamp - ) - debug_transport = LCMTransport("/debug_camera_optical_points", PointCloud2) - debug_transport.broadcast(None, camera_pointcloud) - print(f"Published camera optical frame pointcloud with {camera_points_3d.shape[0]} points") - - # Filter out points behind the camera - valid_mask = points_camera[:, 2] > 0 - points_camera = points_camera[valid_mask] - - # Project to 2D - points_2d_homogeneous = (camera_matrix @ points_camera[:, :3].T).T - points_2d = points_2d_homogeneous[:, :2] / points_2d_homogeneous[:, 2:3] - - print(f"Sample 2D points (first 5):") - print(points_2d[:5]) - - return points_2d, valid_mask - - -def filter_points_in_detections( - pointcloud: PointCloud2, - image: Image, - camera_info: CameraInfo, - detection_list: List, - world_to_camera_transform: np.ndarray, -) -> List[PointCloud2]: - """Filter lidar points that fall within detection bounding boxes. - - Args: - pointcloud: Input point cloud in its original frame - image: Camera image (for frame_id reference) - camera_info: Camera calibration information - detection_list: List of detections in format [bbox, track_id, class_id, confidence, names] - world_to_camera_transform: 4x4 transformation matrix from point cloud frame to camera_optical frame - - Returns: - List of PointCloud2 messages, one for each detection - """ - # Extract camera parameters from camera info - fx, fy, cx = camera_info.K[0], camera_info.K[4], camera_info.K[2] - cy = camera_info.K[5] - image_width = camera_info.width - image_height = camera_info.height - - camera_matrix = np.array([[fx, 0, cx], [0, fy, cy], [0, 0, 1]]) - - # Convert pointcloud to numpy array - lidar_points = pointcloud.as_numpy() - # Project all points to camera frame - points_2d_all, valid_mask = project_points_to_camera( - lidar_points, camera_matrix, world_to_camera_transform, pointcloud.ts - ) - valid_3d_points = lidar_points[valid_mask] - points_2d = points_2d_all.copy() - - print(f"Points after projection: {points_2d.shape[0]} (from {lidar_points.shape[0]})") - - # Filter points within image bounds - in_image_mask = ( - (points_2d[:, 0] >= 0) - & (points_2d[:, 0] < image_width) - & (points_2d[:, 1] >= 0) - & (points_2d[:, 1] < image_height) - ) - points_2d = points_2d[in_image_mask] - valid_3d_points = valid_3d_points[in_image_mask] - - print(f"Points within image bounds: {points_2d.shape[0]}") - if points_2d.shape[0] > 0: - print( - f"2D point range: X=[{points_2d[:, 0].min():.1f}, {points_2d[:, 0].max():.1f}], Y=[{points_2d[:, 1].min():.1f}, {points_2d[:, 1].max():.1f}]" - ) - else: - # Show the range of all projected points before filtering - all_2d = points_2d_all[valid_mask] - print(f"All projected points range (before image bounds filter):") - print(f" X: [{all_2d[:, 0].min():.1f}, {all_2d[:, 0].max():.1f}]") - print(f" Y: [{all_2d[:, 1].min():.1f}, {all_2d[:, 1].max():.1f}]") - print(f" Image bounds: X=[0, {image_width}], Y=[0, {image_height}]") - - filtered_pointclouds = [] - - for detection in detection_list: - # Detection format: [bbox, track_id, class_id, confidence, names] - bbox, track_id, class_id, confidence, names = detection - x_min, y_min, x_max, y_max = bbox - - print(f" Detection bbox: X=[{x_min:.1f}, {x_max:.1f}], Y=[{y_min:.1f}, {y_max:.1f}]") - - # Check points in extended region for debugging - extended_mask = ( - (points_2d[:, 0] >= x_min - 50) - & (points_2d[:, 0] <= x_max + 50) - & (points_2d[:, 1] >= y_min - 50) - & (points_2d[:, 1] <= y_max + 50) - ) - print(f" Points near detection (±50px): {extended_mask.sum()}") - - # Show where those nearby points are - if extended_mask.sum() > 0: - nearby_points = points_2d[extended_mask] - print( - f" Nearby points X range: [{nearby_points[:, 0].min():.1f}, {nearby_points[:, 0].max():.1f}]" - ) - print( - f" Nearby points Y range: [{nearby_points[:, 1].min():.1f}, {nearby_points[:, 1].max():.1f}]" - ) - - # Find points within this detection box (with small margin for lidar sparsity) - margin = 5 # pixels - in_box_mask = ( - (points_2d[:, 0] >= x_min - margin) - & (points_2d[:, 0] <= x_max + margin) - & (points_2d[:, 1] >= y_min - margin) - & (points_2d[:, 1] <= y_max + margin) - ) - - detection_points = valid_3d_points[in_box_mask] - - # names might be a string or list - if isinstance(names, list): - class_name = ", ".join(names) if names else f"class_{class_id}" - else: - class_name = names if names else f"class_{class_id}" - print(f"Detection '{class_name}': {detection_points.shape[0]} points") - - # Create PointCloud2 message for this detection - if detection_points.shape[0] > 0: - detection_pointcloud = PointCloud2.from_numpy( - detection_points, - frame_id=pointcloud.frame_id, # Keep original frame - timestamp=pointcloud.ts, - ) - filtered_pointclouds.append(detection_pointcloud) - else: - filtered_pointclouds.append(None) - - return filtered_pointclouds - - -def quaternion_to_rotation_matrix(q): - """Convert quaternion (x,y,z,w) to 3x3 rotation matrix.""" - x, y, z, w = q - return np.array( - [ - [1 - 2 * (y * y + z * z), 2 * (x * y - z * w), 2 * (x * z + y * w)], - [2 * (x * y + z * w), 1 - 2 * (x * x + z * z), 2 * (y * z - x * w)], - [2 * (x * z - y * w), 2 * (y * z + x * w), 1 - 2 * (x * x + y * y)], - ] - ) - - -def transform_to_matrix(transform: Transform) -> np.ndarray: - """Convert a Transform object to a 4x4 transformation matrix.""" - # Convert quaternion to rotation matrix - q = transform.rotation - R = quaternion_to_rotation_matrix([q.x, q.y, q.z, q.w]) - - # Build 4x4 transformation matrix - T = np.eye(4) - T[:3, :3] = R - T[:3, 3] = [transform.translation.x, transform.translation.y, transform.translation.z] - - print(f"Transform {transform.frame_id} -> {transform.child_frame_id}:") - print( - f" Translation: [{transform.translation.x:.3f}, {transform.translation.y:.3f}, {transform.translation.z:.3f}]" - ) - print(f" Quaternion: [{q.x:.3f}, {q.y:.3f}, {q.z:.3f}, {q.w:.3f}]") - print(f" Matrix:\n{T}") - - return T - - -def main(): - # Import detect.py's camera_info and transform_chain functions - from detect import camera_info, transform_chain - - # Load the pickled data - try: - with open("filename.pkl", "rb") as file: - timestamp, lidar_frame, video_frame, odom_frame, detections, annotations = pickle.load( - file - ) - except FileNotFoundError: - print("Run detect.py first to generate the data pickle file") - return - - # Import Transform utilities - from dimos.msgs.geometry_msgs import Quaternion, Transform, Vector3 - - # Get camera info using detect.py's camera_info function - cam_info = camera_info() - tf = transform_chain(odom_frame) - - # Get individual transforms (no timestamp needed, will use latest) - world_to_optical_transform = tf.get("camera_optical", "world") - print("world to camera_optical transform:", world_to_optical_transform) - - extrinsics = transform_to_matrix(world_to_optical_transform) - - # Extract detection list from the detection tuple - # detections is a tuple: [image, detection_list] - detection_list = detections[1] - print(f"Number of detections: {len(detection_list)}") - print(f"Lidar frame_id: {lidar_frame.frame_id}") - print(f"Image frame_id: {video_frame.frame_id}") - - # Convert lidar to PointCloud2 if needed - if isinstance(lidar_frame, LidarMessage): - lidar_pointcloud = lidar_frame # LidarMessage inherits from PointCloud2 - else: - lidar_pointcloud = lidar_frame - - # Filter points for each detection using the original transform - # But let's see what happens - filtered_pointclouds = filter_points_in_detections( - lidar_pointcloud, video_frame, cam_info, detection_list, extrinsics - ) - - # Publish filtered point clouds for each detection - from dimos.core import LCMTransport - - valid_pointclouds = [] - for i, (detection, pc) in enumerate(zip(detection_list, filtered_pointclouds)): - if pc is not None: - # Extract detection info - bbox, track_id, class_id, confidence, names = detection - # names might be a string or list - if isinstance(names, list): - class_name = ", ".join(names) if names else f"class_{class_id}" - else: - class_name = names if names else f"class_{class_id}" - - # Publish the filtered point cloud - transport = LCMTransport(f"/filtered_points_{class_name}_{i}", PointCloud2) - transport.broadcast(None, pc) - valid_pointclouds.append(pc) - - print(f"Published {pc.as_numpy().shape[0]} points for {class_name}") - - # Also create a combined point cloud with all filtered points - if valid_pointclouds: - # Combine all point arrays - print(f"Valid pointclouds to combine: {len(valid_pointclouds)}") - for i, pc in enumerate(valid_pointclouds): - print(f" Pointcloud {i}: {pc.as_numpy().shape[0]} points") - - all_points = np.vstack([pc.as_numpy() for pc in valid_pointclouds]) - print(f"Combined points shape: {all_points.shape}") - print(f"Sample combined points (first 5):") - print(all_points[:5]) - - combined_pointcloud = PointCloud2.from_numpy( - all_points, frame_id=lidar_pointcloud.frame_id, timestamp=timestamp - ) - combined_transport = LCMTransport("/filtered_points_combined", PointCloud2) - combined_transport.broadcast(None, combined_pointcloud) - print(f"Published combined point cloud with {all_points.shape[0]} points") - - -if __name__ == "__main__": - main() From 4a98ac87edf8cc7c40c0625e442c797b81a2ebd4 Mon Sep 17 00:00:00 2001 From: lesh Date: Wed, 17 Sep 2025 22:47:34 -0700 Subject: [PATCH 43/44] comment cleanup --- dimos/perception/detection2d/module3D.py | 42 +----------------------- 1 file changed, 1 insertion(+), 41 deletions(-) diff --git a/dimos/perception/detection2d/module3D.py b/dimos/perception/detection2d/module3D.py index b84a8e298a..98a1dc14af 100644 --- a/dimos/perception/detection2d/module3D.py +++ b/dimos/perception/detection2d/module3D.py @@ -11,7 +11,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import functools + import time from typing import List, Optional, Tuple @@ -20,7 +20,6 @@ ImageAnnotations, ) from dimos_lcm.sensor_msgs import CameraInfo -from dimos_lcm.vision_msgs import Detection2D as ROSDetection2D from reactivex import operators as ops from dimos.core import In, Out, rpc @@ -35,7 +34,6 @@ ImageDetections2D, ImageDetections3D, ) -from dimos.types.timestamped import TimestampedBufferCollection, to_human_readable # Type aliases for clarity ImageDetections = Tuple[Image, List[Detection2D]] @@ -209,22 +207,6 @@ def process_frame( pointcloud: PointCloud2, transform: Transform, ) -> ImageDetections3D: - # print( - # "PROCESS FRAME 3D\n" - # + "\n".join( - # map( - # str, - # [ - # detections, - # "PC " + str(pointcloud), - # "IMAGE" + str(detections.image), - # "CAM INFO " + str(camera_info), - # "TF " + str(transform), - # ], - # ) - # ) - # ) - if not transform: return ImageDetections3D(detections.image, []) @@ -242,37 +224,15 @@ def process_frame( return ImageDetections3D(detections.image, detection3d_list) - # @functools.cache - # def pointcloud_stream(self): - # # Returns stream of List[Detection3D] - # # Buffer Detection2D objects by image timestamp to process them together - # return self.detection_stream().pipe( - # ops.buffer_with_time(0.1), # Buffer detections within 100ms window - # ops.filter(lambda detections: len(detections) > 0), - # ops.with_latest_from(self.pointcloud.observable(), self.camera_info.observable()), - # ops.map( - # lambda args: self.process_frame( - # *args, # [List[Detection2D], PointCloud2, CameraInfo] - # self.tf.get("camera_optical", "world"), - # ) - # ), - # ops.filter(lambda detection3d_list: len(detection3d_list) > 0), - # ) - @rpc def start(self): time_tolerance = 5.0 # seconds - # pointcloud_buffer = TimestampedBufferCollection[PointCloud2](window_duration=time_tolerance) - # self.pointcloud.observable().subscribe(pointcloud_buffer.add) - # get latest from mapper def detection2d_to_3d(args): detections, pc = args - # pc = pointcloud_buffer.find_closest(detections.image.ts) transform = self.tf.get("camera_optical", "world", detections.image.ts, time_tolerance) return self.process_frame(detections, pc, transform) - # combined_stream = self.detection_stream().pipe(ops.map(detection2d_to_3d)) combined_stream = self.detection_stream().pipe( ops.with_latest_from(self.pointcloud.observable()), ops.map(detection2d_to_3d) ) From 725be3002ef217769552f2f72413159180cbe48b Mon Sep 17 00:00:00 2001 From: lesh Date: Fri, 19 Sep 2025 10:19:03 -0700 Subject: [PATCH 44/44] pr review issues --- dimos/core/__init__.py | 5 +- dimos/perception/detection2d/conftest.py | 57 +++++++++++-------- dimos/perception/detection2d/test_module.py | 56 +++--------------- .../modular/connection_module.py | 4 +- 4 files changed, 45 insertions(+), 77 deletions(-) diff --git a/dimos/core/__init__.py b/dimos/core/__init__.py index d102fe7e57..12043300ae 100644 --- a/dimos/core/__init__.py +++ b/dimos/core/__init__.py @@ -99,7 +99,10 @@ def rpc_call(*args, **kwargs): return self.actor_instance.__getattr__(name) -def patchdask(dask_client: Client, local_cluster: LocalCluster) -> Client: +DimosCluster = Client + + +def patchdask(dask_client: Client, local_cluster: LocalCluster) -> DimosCluster: def deploy( actor_class, *args, diff --git a/dimos/perception/detection2d/conftest.py b/dimos/perception/detection2d/conftest.py index a8caf60fba..93d771b373 100644 --- a/dimos/perception/detection2d/conftest.py +++ b/dimos/perception/detection2d/conftest.py @@ -48,8 +48,9 @@ class Moment(TypedDict, total=False): @pytest.fixture def dimos_cluster(): - with start(5) as dimos: - yield dimos + dimos = start(5) + yield dimos + dimos.stop() @pytest.fixture(scope="session") @@ -86,36 +87,42 @@ def moment(): } -def publish_lcm(moment: Moment): - lcm.autoconf() +@pytest.fixture(scope="session") +def publish_lcm(): + def publish(moment: Moment): + lcm.autoconf() + + lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) + lidar_frame_transport.publish(moment.get("lidar_frame")) - lidar_frame_transport: LCMTransport = LCMTransport("/lidar", LidarMessage) - lidar_frame_transport.publish(moment.get("lidar_frame")) + image_frame_transport: LCMTransport = LCMTransport("/image", Image) + image_frame_transport.publish(moment.get("image_frame")) - image_frame_transport: LCMTransport = LCMTransport("/image", Image) - image_frame_transport.publish(moment.get("image_frame")) + odom_frame_transport: LCMTransport = LCMTransport("/odom", Odometry) + odom_frame_transport.publish(moment.get("odom_frame")) - odom_frame_transport: LCMTransport = LCMTransport("/odom", Odometry) - odom_frame_transport.publish(moment.get("odom_frame")) + camera_info_transport: LCMTransport = LCMTransport("/camera_info", CameraInfo) + camera_info_transport.publish(moment.get("camera_info")) - camera_info_transport: LCMTransport = LCMTransport("/camera_info", CameraInfo) - camera_info_transport.publish(moment.get("camera_info")) + annotations = moment.get("annotations") + if annotations: + annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) + annotations_transport.publish(annotations) - annotations = moment.get("annotations") - if annotations: - annotations_transport: LCMTransport = LCMTransport("/annotations", ImageAnnotations) - annotations_transport.publish(annotations) + detections = moment.get("detections") + if detections: + for i, detection in enumerate(detections): + detections_transport: LCMTransport = LCMTransport( + f"/detected/pointcloud/{i}", PointCloud2 + ) + detections_transport.publish(detection.pointcloud) - detections = moment.get("detections") - if detections: - for i, detection in enumerate(detections): - detections_transport: LCMTransport = LCMTransport( - f"/detected/pointcloud/{i}", PointCloud2 - ) - detections_transport.publish(detection.pointcloud) + detections_image_transport: LCMTransport = LCMTransport( + f"/detected/image/{i}", Image + ) + detections_image_transport.publish(detection.cropped_image()) - detections_image_transport: LCMTransport = LCMTransport(f"/detected/image/{i}", Image) - detections_image_transport.publish(detection.cropped_image()) + return publish @pytest.fixture(scope="session") diff --git a/dimos/perception/detection2d/test_module.py b/dimos/perception/detection2d/test_module.py index fc59b1d006..4e938a6fa6 100644 --- a/dimos/perception/detection2d/test_module.py +++ b/dimos/perception/detection2d/test_module.py @@ -18,11 +18,11 @@ from dimos_lcm.sensor_msgs import Image, PointCloud2 from dimos.core import LCMTransport -from dimos.msgs.nav_msgs import OccupancyGrid, Path -from dimos.msgs.vision_msgs import Detection2DArray +from dimos.msgs.geometry_msgs import PoseStamped, Transform, Vector3 +from dimos.msgs.nav_msgs import OccupancyGrid from dimos.msgs.sensor_msgs import PointCloud2 as PointCloud2Msg -from dimos.msgs.geometry_msgs import Transform, Vector3, PoseStamped -from dimos.perception.detection2d.conftest import Moment, dimos_cluster, publish_lcm +from dimos.msgs.vision_msgs import Detection2DArray +from dimos.perception.detection2d.conftest import Moment from dimos.perception.detection2d.module2D import Detection2DModule from dimos.perception.detection2d.module3D import Detection3DModule from dimos.perception.detection2d.type import ( @@ -37,26 +37,10 @@ from dimos.robot.unitree_webrtc.type.map import Map -def test_module2d(moment: Moment): +def test_module2d(moment: Moment, publish_lcm): detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) - print(detections2d) - # Print actual values for inspection - print(f"\n=== test_module2d Output ===") - print(f"Type: {type(detections2d)}") - print(f"Number of detections: {len(detections2d)}") - print(f"Image timestamp: {detections2d.image.ts}") - print(f"Image shape: {detections2d.image.shape}") - print(f"Image frame_id: {detections2d.image.frame_id}") - - if len(detections2d) > 0: - det = detections2d.detections[0] - print(f"\n--- First detection ---") - print(f"Name: {det.name}") - print(f"Class ID: {det.class_id}") - print(f"Track ID: {det.track_id}") - print(f"Confidence: {det.confidence}") - print(f"Bbox: {det.bbox}") + print(detections2d) # Assertions for test_module2d assert isinstance(detections2d, ImageDetections2D) @@ -80,7 +64,7 @@ def test_module2d(moment: Moment): publish_lcm({"annotations": annotations, **moment}) -def test_module3d(moment: Moment): +def test_module3d(moment: Moment, publish_lcm): detections2d = Detection2DModule().process_image_frame(moment["image_frame"]) pointcloud = moment["lidar_frame"] camera_transform = moment["tf"].get("camera_optical", "world") @@ -102,32 +86,6 @@ def test_module3d(moment: Moment): print(detections3d) - # Print actual values for inspection - print(f"\n=== test_module3d Output ===") - print(f"Type: {type(detections3d)}") - print(f"Number of detections: {len(detections3d)}") - print(f"Image timestamp: {detections3d.image.ts}") - print(f"Image shape: {detections3d.image.shape}") - print(f"Image frame_id: {detections3d.image.frame_id}") - - if len(detections3d) > 0: - det = detections3d.detections[0] - print(f"\n--- First 3D detection ---") - print(f"Name: {det.name}") - print(f"Class ID: {det.class_id}") - print(f"Track ID: {det.track_id}") - print(f"Confidence: {det.confidence}") - print(f"Bbox: {det.bbox}") - print(f"Pointcloud points: {len(det.pointcloud)}") - print(f"Pointcloud frame_id: {det.pointcloud.frame_id}") - print(f"Center: {det.center}") - print(f"Pose: {det.pose}") - - # Check distance from repr_dict - repr_dict = det.to_repr_dict() - print(f"Distance: {repr_dict.get('dist', 'N/A')}") - print(f"Points in repr: {repr_dict.get('points', 'N/A')}") - # Assertions for test_module3d assert isinstance(detections3d, ImageDetections3D) assert len(detections3d) == 1 diff --git a/dimos/robot/unitree_webrtc/modular/connection_module.py b/dimos/robot/unitree_webrtc/modular/connection_module.py index 3bfb2a3b3e..c6214c4f2c 100644 --- a/dimos/robot/unitree_webrtc/modular/connection_module.py +++ b/dimos/robot/unitree_webrtc/modular/connection_module.py @@ -28,7 +28,7 @@ from reactivex import operators as ops from reactivex.observable import Observable -from dimos.core import In, LCMTransport, Module, ModuleConfig, Out, rpc +from dimos.core import In, LCMTransport, Module, ModuleConfig, Out, rpc, DimosCluster from dimos.msgs.foxglove_msgs import ImageAnnotations from dimos.msgs.geometry_msgs import PoseStamped, Quaternion, Transform, Twist, Vector3 from dimos.msgs.sensor_msgs.Image import Image, sharpness_window @@ -277,7 +277,7 @@ def camera_info_stream(self) -> Observable[CameraInfo]: return rx.interval(1).pipe(ops.map(lambda _: self._camera_info())) -def deploy_connection(dimos, **kwargs): +def deploy_connection(dimos: DimosCluster, **kwargs): # foxglove_bridge = dimos.deploy(FoxgloveBridge) # foxglove_bridge.start()

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