首页下载资源人工智能apollo自动驾驶-感知-点云预处理：pointcloud-preprocess

ZIPapollo自动驾驶-感知-点云预处理：pointcloud-preprocess

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资源文件列表:

pointcloud_preprocess.zip 大约有32个文件
  1. pointcloud_preprocess/
  2. pointcloud_preprocess/data.xlsx 14.71MB
  3. pointcloud_preprocess/perception.log.INFO.20250115-203823.31959 252.72MB
  4. pointcloud_preprocess/pointcloud_preprocess/
  5. pointcloud_preprocess/pointcloud_preprocess/BUILD 2.38KB
  6. pointcloud_preprocess/pointcloud_preprocess/conf/
  7. pointcloud_preprocess/pointcloud_preprocess/conf/pointcloud_preprocess_config.pb.txt 266B
  8. pointcloud_preprocess/pointcloud_preprocess/cyberfile.xml 1.53KB
  9. pointcloud_preprocess/pointcloud_preprocess/dag/
  10. pointcloud_preprocess/pointcloud_preprocess/dag/pointcloud_preprocess.dag 519B
  11. pointcloud_preprocess/pointcloud_preprocess/data/
  12. pointcloud_preprocess/pointcloud_preprocess/data/pointcloud_preprocessor.pb.txt 563B
  13. pointcloud_preprocess/pointcloud_preprocess/interface/
  14. pointcloud_preprocess/pointcloud_preprocess/interface/base_pointcloud_preprocessor.h 2.91KB
  15. pointcloud_preprocess/pointcloud_preprocess/launch/
  16. pointcloud_preprocess/pointcloud_preprocess/launch/pointcloud_preprocess.launch 680B
  17. pointcloud_preprocess/pointcloud_preprocess/pointcloud_preprocess_component.cc 7.96KB
  18. pointcloud_preprocess/pointcloud_preprocess/pointcloud_preprocess_component.h 2.76KB
  19. pointcloud_preprocess/pointcloud_preprocess/preprocessor/
  20. pointcloud_preprocess/pointcloud_preprocess/preprocessor/pointcloud_preprocessor.cc 9.2KB
  21. pointcloud_preprocess/pointcloud_preprocess/preprocessor/pointcloud_preprocessor.h 2.89KB
  22. pointcloud_preprocess/pointcloud_preprocess/preprocessor/pointcloud_preprocessor_test.cc 4.65KB
  23. pointcloud_preprocess/pointcloud_preprocess/preprocessor/proto/
  24. pointcloud_preprocess/pointcloud_preprocess/preprocessor/proto/BUILD 344B
  25. pointcloud_preprocess/pointcloud_preprocess/preprocessor/proto/pointcloud_preprocessor_config.proto 530B
  26. pointcloud_preprocess/pointcloud_preprocess/proto/
  27. pointcloud_preprocess/pointcloud_preprocess/proto/BUILD 445B
  28. pointcloud_preprocess/pointcloud_preprocess/proto/pointcloud_preprocess_component_config.proto 339B
  29. pointcloud_preprocess/pointcloud_preprocess/README.md 3.71KB
  30. pointcloud_preprocess/pp.m 706B
  31. pointcloud_preprocess/坐标变换.png 438.85KB
  32. pointcloud_preprocess/过滤.png 237.33KB

资源介绍:

apollo自动驾驶-感知-点云预处理：pointcloud-preprocess
# perception-pointcloud-preprocess ## Introduction The point cloud preprocessing module preprocesses the point cloud data output by the driver. Deleting nan value points, points that are too far away, points scanned onto the self vehicle, and point that are too high. ## Directory Structure ``` ├── pointcloud_preprocess // point cloud preprocess component ├── conf // configuration folder ├── dag // module startup file ├── data // module configuration parameters ├── launch // launch file ├── interface // preprocess interface ├── proto // preprocess module configuration proto file ├── preprocessor // preprocess method ├── pointcloud_preprocess_component.cc // component entrance ├── pointcloud_preprocess_component.h ├── cyberfile.xml // package management file ├── README.md // readme file └── BUILD // compile file ``` ## Modules ### PointCloudPreprocessComponent apollo::perception::lidar::PointCloudPreprocessComponent #### Input | Name | Type | Description | Input channal | | ----- | ----------------------------- | ------------------- | ------------- | | `msg` | `apollo::drivers::PointCloud` | point cloud message | /apollo/sensor/velodyne64/compensator/PointCloud2 | Point cloud data from driver: If there is one lidar, output point cloud after motion compensation. If there are multiple lidars, concatenate the point clouds into one frame after motion compensation. The default trigger channel is `/apollo/sensor/velodyne64/compensator/PointCloud2`. The detailed input channel information is in `modules/perception/pointcloud_preprocess/dag/pointcloud_preprocess.dag` file. #### Output | Name | Type | Description | Output channal | | ------- | ------------------------------------------------ | ------------------- | -------------- | | `frame` | `apollo::perception::onboard::LidarFrameMessage` | lidar frame message | /perception/lidar/pointcloud_preprocess | >Note: The output channel is structure type data. The message is defined in the `modules/perception/common/onboard/inner_component_messages/lidar_inner_component_messages.h` file. The output channel message data can be subscribed by components in the same process. The detailed output channel information is in `modules/perception/pointcloud_preprocess/conf/pointcloud_preprocess_config.pb.txt` file. #### How to Launch 1. Add vehicle parameter configuration file to `modules/perception/data/params`, corresponding frame_id and sensor_name, launch transform ```bash cyber_launch start modules/transform/launch/static_transform.launch ``` 2. `Modify modules/perception/launch/perception_lidar.launch` - select the dag file to start, use `modules/perception/pointcloud_preprocess/dag/pointcloud_preprocess.dag` here - modify msg_adapter. It is used to wrap messages sent by other steps as `/apollo/perception/obstacles`, this can be used for individual debugging. Modify relevant channel configurations in `modules/perception/data/flag/perception_common.flag` 3. Modify parameters of `modules/perception/pointcloud_preprocess/conf/pointcloud_preprocess_config.pb.txt` - sensor_name: sensor name - lidar_query_tf_offset: tf time offset - output_channel_name: output channel name - plugin_param: plugin parameters - name: method name - config_path: configuration file path - config_file: configuration file name 4. Launch point cloud preprocess component ```bash cyber_launch start modules/perception/pointcloud_preprocess/launch/pointcloud_preprocess.launch ```
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