From 1a174e7a1ffdb3a1db8a347355b8e32138012561 Mon Sep 17 00:00:00 2001 From: Rut-Vahab Date: Sat, 15 Nov 2025 19:04:27 +0200 Subject: [PATCH 1/8] Updata REDME Updated README.md to reflect project details, capabilities, and usage instructions for AgStream. --- README.md | 231 ++++++++++++++++++++++++++++++++++++++++++------------ 1 file changed, 179 insertions(+), 52 deletions(-) diff --git a/README.md b/README.md index 40b59e7..2912155 100644 --- a/README.md +++ b/README.md @@ -1,58 +1,185 @@ -[README.md](https://github.com/user-attachments/files/21972618/README.md) -# AgStream -# Inference Optimization Project +# AgStream – Agricultural AI Pipeline -Welcome! πŸš€ -We’re really happy to have you here. This project is your chance to explore how cutting-edge AI models can be made **faster, smarter, and lighter** β€” the same kind of work that powers self-driving cars, mobile AI apps, and real-time decision systems. +![Pipeline Status](https://img.shields.io/badge/Pipeline-Development-yellow) +![Platform](https://img.shields.io/badge/Platform-NVIDIA%20Jetson-76B900) +![Framework](https://img.shields.io/badge/Framework-DeepStream%206.4-blue) -Think of it like tuning a race car: the model already drives, but now we’ll make it smooth, efficient, and lightning-fast. Along the way you’ll get to experiment, break things, fix them, and share what you’ve learned. Collaboration is key β€” at the beginning, you’ll be working in pairs, supporting each other, and reviewing each other’s work, just like in real engineering teams. +## 🌾 Product Description +AgStream is a **real-time AI inference pipeline** for crop and weed classification, optimized for NVIDIA Jetson devices. The system demonstrates end-to-end model optimization from PyTorch β†’ ONNX β†’ TensorRT deployment with **DeepStream 6.4**. -Here’s a real-world connection: the model we’re starting from is accurate, but not yet fast enough for real-time use in practical applications. Engineers often face this exact challenge - they have a working solution, but it’s too slow to be useful in the field. By applying optimizations, exporting to ONNX, and leveraging TensorRT, you’ll experience first-hand how these research models become deployable systems that can actually run on devices like laptops or even Jetsons. +**Key Capabilities:** +- **Real-time Processing:** Classify RTSP video streams with metadata extraction +- **Edge Deployment:** Optimized for NVIDIA Jetson platforms +- **Model Optimization:** PyTorch β†’ ONNX β†’ TensorRT conversion +- **Agricultural Focus:** 83 crop and weed categories from CropAndWeed dataset -Most importantly: don’t stress. This is a safe place to try, fail, and learn. Mistakes are part of the journey, and every one of them makes you stronger. +--- -## Next Steps -- Check out [our collaboration guide](docs/general/collaboration_guide.md)! -- Check out [setup_guide.md](docs/general/setup_guide.md) if you need help running things. -- See the weekly goals in [milestones.md](docs/general/milestones_and_weekly_breakdown.md). -- Ask questions, share insights, and help your teammates β€” you’re not alone in this! +## πŸ”§ Hardware & Software Requirements -Good luck, and let’s make this model fly πŸš€ - -## AgStream - Implement Basic PyTorch Inference Script - -This branch includes the implementation of a PyTorch inference script and related updates. - -### Changes Made: -1. **Inference Script**: - - Supports MobileNet and ResNet models. - - Processes images and saves predictions to `outputs/predictions.json`. - -2. **Dataset Documentation**: - - Added `docs/data.md` with details about the CropAndWeed dataset. - -3. **Model Documentation**: - - Added `docs/models.md` with performance metrics for MobileNet and ResNet. - -4. **Test Images**: - - Added sample images in `assets/test_images/`. - -5. **Pretrained Models**: - - Added pretrained MobileNet and ResNet models in `data/models/`. - -6. **Environment Setup**: - - Added `env/Dockerfile` and `env/requirements.txt`. - -### How to Run: -1. Install dependencies: - ```bash - pip install -r env/requirements.txt - ``` - -2. Run inference: - ```bash - python inference.py - ``` - -3. View results: - - Predictions are saved in `outputs/predictions.json`. +### Target Platform +- **Device:** NVIDIA Jetson Orin Nano/NX +- **JetPack:** 5.1.2+ +- **DeepStream SDK:** 6.4+ (Triton multi-arch) +- **CUDA:** 12.2+ +- **Memory:** 8GB+ RAM +- **OpenCV:** 4.11.0 with CUDA support + +--- + +## πŸ“Š Performance Metrics + +### Classification Accuracy (CropAndWeed Dataset) +| Model | 83-Class | Binary (Crop/Weed) | 9-Class | 24-Class | Model Size | +|-------|----------|-------------------|---------|----------|------------| +| MobileNet | 27.2% | 85.2% | 84.6% | 43.6% | 28.3 MB | +| ResNet18 | 26.2% | 82.1% | 81.5% | 41.0% | 135 MB | + +### Inference Latency (CPU) +| Model | Average Latency | Std Dev | +|-------|----------------|---------| +| MobileNet | 55.1ms | 26.7ms | +| ResNet18 | 84.9ms | 51.4ms | + +> ⚠ Performance improves with hierarchical classification (fewer classes) + +--- + +## πŸš€ Quick Start + +### 1. Environment Setup + +```bash +git clone https://github.com/KamaTechOrg/AgStream +cd AgStream +bash scripts/run_dev_jetson.sh +``` + +### 2. Run Pipeline + +```bash +# Start RTSP server (terminal 1) +python src/rtsp/rtsp_server.py + +# Run classification pipeline (terminal 2) +python src/deepstream/pipelines/pipeline_main.py + +# Optional: run metadata extraction +python src/deepstream/pipelines/access_metadata.py +``` + +### 3. Model Conversion & Optimization + +```bash +# Export PyTorch to ONNX +python scripts/export_to_onnx.py resnet18 +python scripts/export_to_onnx.py mobilenet +# TensorRT engine generation is automatic +``` + +### 4. Performance Benchmarking + +```bash +python src/deepstream/speed_benchmark.py +``` + +--- + +## 🎯 Pipeline Architecture +**RTSP Stream β†’ H.264 Decode β†’ Video Convert β†’ Stream Mux β†’ AI Inference (TensorRT) β†’ OSD Overlay β†’ JPEG Encode β†’ Frame Output** + +**Processing Details:** +- Input: 256Γ—256 RGB frames from RTSP +- Normalization: mean=[0.5,0.5,0.5], std=[0.25,0.25,0.25] +- Batch Size: 1 (real-time) +- Precision: FP32 (configurable to FP16) + +--- + +## πŸ“ Project Structure + +``` +AgStream/ +β”œβ”€β”€ src/ +β”‚ β”œβ”€β”€ deepstream/ +β”‚ β”‚ β”œβ”€β”€ pipelines/ +β”‚ β”‚ β”‚ β”œβ”€β”€ pipeline_main.py +β”‚ β”‚ β”‚ β”œβ”€β”€ access_metadata.py +β”‚ β”‚ β”‚ └── pipeline_onnx_real_input.py +β”‚ β”‚ β”œβ”€β”€ probes/ +β”‚ β”‚ └── speed_benchmark.py +β”‚ β”œβ”€β”€ inference/ +β”‚ β”‚ β”œβ”€β”€ pytorch/ +β”‚ β”‚ β”‚ β”œβ”€β”€ resnet_inference.py +β”‚ β”‚ β”‚ └── mobilenet_inference.py +β”‚ β”‚ β”œβ”€β”€ base/ +β”‚ β”‚ └── utils/ +β”‚ β”œβ”€β”€ model_conversion/ +β”‚ β”‚ β”œβ”€β”€ pytorch_to_onnx.py +β”‚ β”‚ └── onnx_to_trt.py +β”‚ β”œβ”€β”€ evaluation/ +β”‚ β”‚ β”œβ”€β”€ metrics/ +β”‚ β”‚ └── results/ +β”‚ └── rtsp/ +β”œβ”€β”€ models/ +β”‚ β”œβ”€β”€ pytorch/ +β”‚ β”œβ”€β”€ onnx/ +β”‚ └── deepstream/ +β”œβ”€β”€ configs/ +β”œβ”€β”€ assets/ +β”‚ β”œβ”€β”€ test_images/ +β”‚ └── videos/test_videos/ +β”œβ”€β”€ scripts/ +β”‚ β”œβ”€β”€ export_to_onnx.py +β”‚ β”œβ”€β”€ run_dev_jetson.sh +β”‚ └── run_dev_ml_cpu.sh +β”œβ”€β”€ env/ +β”‚ β”œβ”€β”€ jetson/ +β”‚ └── ml_cpu/ +└── docs/ +``` + +--- + +## πŸ“½ Example Workflow (GIF / Video Demo) + +**_Placeholder β€” add workflow GIF or MP4 here_** +Example filename: `20251111_2240_New.Video_simple_compose_01k9tdrzapfr4b4ygxvp1w6j45.mp4` + +--- + +## πŸ”¬ Technical Details +- Dataset: CropAndWeed (WACV 2023), 83 categories +- Training: PyTorch +- Export: PyTorch β†’ ONNX (opset 17) +- Optimization: ONNX β†’ TensorRT +- Deployment: DeepStream Python API +- Container: nvcr.io/nvidia/deepstream-l4t:6.4-triton-multiarch, Python 3.10, OpenCV 4.11 CUDA + +**Development Focus:** +- Model optimization & performance analysis +- Edge deployment & real-time inference +- End-to-end video processing & metadata extraction +- Benchmarking: latency & throughput + +**Code Quality:** + +```bash +isort src/ && black src/ && flake8 src/ +``` + +**Model Evaluation:** + +```bash +python src/evaluation/run_evaluation.py +python src/evaluation/run_hierarchical_evaluation.py +``` + +--- + +## πŸ“š Documentation +- Setup Guide +- Model Details +- Benchmark Guide +- Dataset Info +- Collaboration Guide From 4bca118b37e89a48e4a1725ccbb11b43cdcd1c3f Mon Sep 17 00:00:00 2001 From: Rut-Vahab Date: Sat, 15 Nov 2025 19:29:45 +0200 Subject: [PATCH 2/8] Update --- README.md | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/README.md b/README.md index 2912155..904e1bf 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,5 @@ # AgStream – Agricultural AI Pipeline -![Pipeline Status](https://img.shields.io/badge/Pipeline-Development-yellow) -![Platform](https://img.shields.io/badge/Platform-NVIDIA%20Jetson-76B900) -![Framework](https://img.shields.io/badge/Framework-DeepStream%206.4-blue) - ## 🌾 Product Description AgStream is a **real-time AI inference pipeline** for crop and weed classification, optimized for NVIDIA Jetson devices. The system demonstrates end-to-end model optimization from PyTorch β†’ ONNX β†’ TensorRT deployment with **DeepStream 6.4**. @@ -183,3 +179,4 @@ python src/evaluation/run_hierarchical_evaluation.py - Benchmark Guide - Dataset Info - Collaboration Guide + From 935d37bc9754268d25f644af88bca8dc0e5bb8b6 Mon Sep 17 00:00:00 2001 From: Rut-Vahab Date: Sat, 15 Nov 2025 20:03:15 +0200 Subject: [PATCH 3/8] Update --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 904e1bf..e650b60 100644 --- a/README.md +++ b/README.md @@ -28,8 +28,8 @@ AgStream is a **real-time AI inference pipeline** for crop and weed classificati ### Classification Accuracy (CropAndWeed Dataset) | Model | 83-Class | Binary (Crop/Weed) | 9-Class | 24-Class | Model Size | |-------|----------|-------------------|---------|----------|------------| -| MobileNet | 27.2% | 85.2% | 84.6% | 43.6% | 28.3 MB | -| ResNet18 | 26.2% | 82.1% | 81.5% | 41.0% | 135 MB | +| MobileNet | 67.2% | 85.2% | 84.6% | 43.6% | 28.3 MB | +| ResNet18 | 67.2% | 82.1% | 81.5% | 41.0% | 135 MB | ### Inference Latency (CPU) | Model | Average Latency | Std Dev | @@ -180,3 +180,4 @@ python src/evaluation/run_hierarchical_evaluation.py - Dataset Info - Collaboration Guide + From 5fbbd14539992c9a9031a993117f0edc22d12047 Mon Sep 17 00:00:00 2001 From: Rut-Vahab Date: Sat, 15 Nov 2025 22:18:53 +0200 Subject: [PATCH 4/8] Update --- README.md | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index e650b60..cf826f5 100644 --- a/README.md +++ b/README.md @@ -14,13 +14,13 @@ AgStream is a **real-time AI inference pipeline** for crop and weed classificati ## πŸ”§ Hardware & Software Requirements ### Target Platform -- **Device:** NVIDIA Jetson Orin Nano/NX -- **JetPack:** 5.1.2+ -- **DeepStream SDK:** 6.4+ (Triton multi-arch) -- **CUDA:** 12.2+ -- **Memory:** 8GB+ RAM -- **OpenCV:** 4.11.0 with CUDA support - +- **Device:** NVIDIA Jetson Orin Nano (Developer Kit) +- **JetPack:** 6.2 [L4T 36.4.3] +- **DeepStream SDK:** 6.4 (Triton multi-arch) +- **CUDA:** 12.6 +- **TensorRT:** 10.3 +- **Memory:** 8GB RAM +- **OpenCV:** 4.8.0 (GPU support depends on build) --- ## πŸ“Š Performance Metrics @@ -181,3 +181,4 @@ python src/evaluation/run_hierarchical_evaluation.py - Collaboration Guide + From 941b80f6830c6d0eccd28f2558e3bc2a457a8096 Mon Sep 17 00:00:00 2001 From: "Ruth C." Date: Sun, 11 Jan 2026 19:30:39 +0200 Subject: [PATCH 5/8] Improve README structure and clarity --- README.md | 60 ++++++++++--------------------------------------------- 1 file changed, 11 insertions(+), 49 deletions(-) diff --git a/README.md b/README.md index cf826f5..3211d41 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # AgStream – Agricultural AI Pipeline ## 🌾 Product Description -AgStream is a **real-time AI inference pipeline** for crop and weed classification, optimized for NVIDIA Jetson devices. The system demonstrates end-to-end model optimization from PyTorch β†’ ONNX β†’ TensorRT deployment with **DeepStream 6.4**. +AgStream is a **real-time inference pipeline** for crop and weed classification, optimized for NVIDIA Jetson devices. The system demonstrates end-to-end model optimization from PyTorch β†’ ONNX β†’ TensorRT deployment with **DeepStream 6.4**. **Key Capabilities:** - **Real-time Processing:** Classify RTSP video streams with metadata extraction @@ -88,58 +88,23 @@ python src/deepstream/speed_benchmark.py - Input: 256Γ—256 RGB frames from RTSP - Normalization: mean=[0.5,0.5,0.5], std=[0.25,0.25,0.25] - Batch Size: 1 (real-time) -- Precision: FP32 (configurable to FP16) - +- Precision: FP16 (default; configurable) --- ## πŸ“ Project Structure - -``` -AgStream/ -β”œβ”€β”€ src/ -β”‚ β”œβ”€β”€ deepstream/ -β”‚ β”‚ β”œβ”€β”€ pipelines/ -β”‚ β”‚ β”‚ β”œβ”€β”€ pipeline_main.py -β”‚ β”‚ β”‚ β”œβ”€β”€ access_metadata.py -β”‚ β”‚ β”‚ └── pipeline_onnx_real_input.py -β”‚ β”‚ β”œβ”€β”€ probes/ -β”‚ β”‚ └── speed_benchmark.py -β”‚ β”œβ”€β”€ inference/ -β”‚ β”‚ β”œβ”€β”€ pytorch/ -β”‚ β”‚ β”‚ β”œβ”€β”€ resnet_inference.py -β”‚ β”‚ β”‚ └── mobilenet_inference.py -β”‚ β”‚ β”œβ”€β”€ base/ -β”‚ β”‚ └── utils/ -β”‚ β”œβ”€β”€ model_conversion/ -β”‚ β”‚ β”œβ”€β”€ pytorch_to_onnx.py -β”‚ β”‚ └── onnx_to_trt.py -β”‚ β”œβ”€β”€ evaluation/ -β”‚ β”‚ β”œβ”€β”€ metrics/ -β”‚ β”‚ └── results/ -β”‚ └── rtsp/ -β”œβ”€β”€ models/ -β”‚ β”œβ”€β”€ pytorch/ -β”‚ β”œβ”€β”€ onnx/ -β”‚ └── deepstream/ -β”œβ”€β”€ configs/ -β”œβ”€β”€ assets/ -β”‚ β”œβ”€β”€ test_images/ -β”‚ └── videos/test_videos/ -β”œβ”€β”€ scripts/ -β”‚ β”œβ”€β”€ export_to_onnx.py -β”‚ β”œβ”€β”€ run_dev_jetson.sh -β”‚ └── run_dev_ml_cpu.sh -β”œβ”€β”€ env/ -β”‚ β”œβ”€β”€ jetson/ -β”‚ └── ml_cpu/ -└── docs/ -``` +* `src/` – Pipeline logic, inference modules, conversion scripts, evaluation +* `models/` – Trained models (PyTorch, ONNX, TensorRT) +* `scripts/` – Execution and export scripts +* `env/` – Environment setup per target (Jetson / CPU) +* `configs/` – Configuration files for pipeline and models +* `assets/` – Test data (images, videos) +* `docs/` – Documentation --- -## πŸ“½ Example Workflow (GIF / Video Demo) +## πŸ“½ Example Workflow (Video Demo) -**_Placeholder β€” add workflow GIF or MP4 here_** +**_Placeholder β€” add workflow MP4 here_** Example filename: `20251111_2240_New.Video_simple_compose_01k9tdrzapfr4b4ygxvp1w6j45.mp4` --- @@ -179,6 +144,3 @@ python src/evaluation/run_hierarchical_evaluation.py - Benchmark Guide - Dataset Info - Collaboration Guide - - - From e2975e648bc5614e8084e8c4421c93fa8c2e0424 Mon Sep 17 00:00:00 2001 From: Sarah Gershuni Date: Tue, 13 Jan 2026 15:07:07 +0200 Subject: [PATCH 6/8] Revise README for clarity and structure; add product images Co-authored-by: Ruti Cohen Co-authored-by: Sarah Gershuni --- README.md | 34 ++++++++++++---------------- docs/images/agstream-hero-image.png | Bin 0 -> 2194514 bytes docs/images/pipeline-schema.png | Bin 0 -> 78470 bytes 3 files changed, 15 insertions(+), 19 deletions(-) create mode 100644 docs/images/agstream-hero-image.png create mode 100644 docs/images/pipeline-schema.png diff --git a/README.md b/README.md index 3211d41..3f7f6ab 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,6 @@ -# AgStream – Agricultural AI Pipeline +# AgStream - Plant Classification Pipeline For NVIDIA Edge Devices + +![Plant Classification](docs/images/agstream-hero-image.png) ## 🌾 Product Description AgStream is a **real-time inference pipeline** for crop and weed classification, optimized for NVIDIA Jetson devices. The system demonstrates end-to-end model optimization from PyTorch β†’ ONNX β†’ TensorRT deployment with **DeepStream 6.4**. @@ -25,6 +27,8 @@ AgStream is a **real-time inference pipeline** for crop and weed classification, ## πŸ“Š Performance Metrics +Evaluation was done using the PyTorch model, with inputs resized to 256Γ—256 (CPU inference). + ### Classification Accuracy (CropAndWeed Dataset) | Model | 83-Class | Binary (Crop/Weed) | 9-Class | 24-Class | Model Size | |-------|----------|-------------------|---------|----------|------------| @@ -37,7 +41,7 @@ AgStream is a **real-time inference pipeline** for crop and weed classification, | MobileNet | 55.1ms | 26.7ms | | ResNet18 | 84.9ms | 51.4ms | -> ⚠ Performance improves with hierarchical classification (fewer classes) +> ⚠ Accuracy improves with hierarchical classification (fewer classes) --- @@ -46,8 +50,6 @@ AgStream is a **real-time inference pipeline** for crop and weed classification, ### 1. Environment Setup ```bash -git clone https://github.com/KamaTechOrg/AgStream -cd AgStream bash scripts/run_dev_jetson.sh ``` @@ -64,7 +66,11 @@ python src/deepstream/pipelines/pipeline_main.py python src/deepstream/pipelines/access_metadata.py ``` -### 3. Model Conversion & Optimization +--- + +## 🧠 Research and Development + +### 1. Model Conversion & Optimization ```bash # Export PyTorch to ONNX @@ -73,7 +79,7 @@ python scripts/export_to_onnx.py mobilenet # TensorRT engine generation is automatic ``` -### 4. Performance Benchmarking +### 2. Performance Benchmarking ```bash python src/deepstream/speed_benchmark.py @@ -84,6 +90,8 @@ python src/deepstream/speed_benchmark.py ## 🎯 Pipeline Architecture **RTSP Stream β†’ H.264 Decode β†’ Video Convert β†’ Stream Mux β†’ AI Inference (TensorRT) β†’ OSD Overlay β†’ JPEG Encode β†’ Frame Output** +![pipeline schema](docs/images/pipeline-schema.png) + **Processing Details:** - Input: 256Γ—256 RGB frames from RTSP - Normalization: mean=[0.5,0.5,0.5], std=[0.25,0.25,0.25] @@ -102,13 +110,6 @@ python src/deepstream/speed_benchmark.py --- -## πŸ“½ Example Workflow (Video Demo) - -**_Placeholder β€” add workflow MP4 here_** -Example filename: `20251111_2240_New.Video_simple_compose_01k9tdrzapfr4b4ygxvp1w6j45.mp4` - ---- - ## πŸ”¬ Technical Details - Dataset: CropAndWeed (WACV 2023), 83 categories - Training: PyTorch @@ -138,9 +139,4 @@ python src/evaluation/run_hierarchical_evaluation.py --- -## πŸ“š Documentation -- Setup Guide -- Model Details -- Benchmark Guide -- Dataset Info -- 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