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完成选题,并添加README #5451
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完成选题
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docs: migrate README to carla obstacle avoidance module
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Merge branch 'OpenHUTB:main' into main
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docs: migrate README to new structure for carla-obstacle-avoidance
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refactor: rename carla-obstacle-avoidance to carla_obstacle_avoidance
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Merge branch 'OpenHUTB:main' into main
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Merge branch 'OpenHUTB:main' into main
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Merge branch 'OpenHUTB:main' into main
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对readme进行更改
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修改项目描述路径
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删除原选题文件夹
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完成选题并添加README文件
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| 基于CARLA模拟器的自动驾驶可视化监控项目 | ||
| 本项目基于CARLA模拟器搭建,聚焦自动驾驶系统实时监控与可视化,整合多维度感知、状态及规划信息,构建全面直观的监控体系, | ||
| 为算法调试、功能验证及场景复现提供支撑,提升自动驾驶安全性与可靠性。核心功能如下: | ||
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| 核心功能模块 | ||
| 1. 多视角摄像头实时采集与展示 | ||
| 整合车辆前视、后视、左视、右视四大核心视角,实时采集并同步展示画面,还原真实行驶环境。 | ||
| 采用低延迟渲染,清晰呈现道路及周边细节,支持画面缩放、暂停、回放,便于场景复盘与问题定位。 | ||
| 2. 激光雷达BEV鸟瞰图可视化 | ||
| 基于激光雷达点云数据,实时生成BEV鸟瞰环境模型,将三维点云转化为二维视图。 | ||
| 通过颜色区分不同目标,清晰呈现车辆与周边的相对位置及距离,弥补摄像头盲区,支撑环境感知补全与行驶安全判断。 | ||
| 3. 障碍物实时检测与精准标注 | ||
| 结合深度学习算法,实时识别车辆、行人、骑车人三类核心障碍物,用边界框精准标注位置, | ||
| 同步显示运动方向、速度等信息,通过颜色样式区分类型,危险距离时触发警示,及时捕捉安全风险。 | ||
| 4. 车辆核心状态实时监控 | ||
| 实时采集并可视化展示行驶速度(km/h)、转向角、油门开度、刹车力度等核心参数, | ||
| 同步更新且以数值+进度条呈现,便于判断操控合理性,支持参数历史回溯,为算法优化提供数据支撑。 | ||
| 5. 自动驾驶路径规划轨迹可视化 | ||
| 实时渲染规划路径,用动态线条区分当前与历史轨迹,标注节点及行驶方向,按路径类型区分颜色, | ||
| 同步显示预期速度等辅助信息,直观呈现决策逻辑,便于判断路径合理性并发现异常。 | ||
| 6. 交通信号灯状态实时识别与展示 | ||
| 通过图像识别实时捕捉交通信号灯,精准识别红、绿、黄三种状态, | ||
| 在监控界面显著位置展示并标注剩余时长(若有),状态变化时及时更新并触发提示,确保系统准确响应,便于核查规则执行情况。 |
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模块名约定首字母小写,用下划线分隔,默认车辆仿真用Carla,所以模块名中的Carla是多余的