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feat(lidar_centerpoint): remove files those are no longer supported nor used (autowarefoundation#6497)
* feat(lidar_centerpoint): remove files those are no longer supported nor used Signed-off-by: kminoda <koji.minoda@tier4.jp> * remove unnecessary file Signed-off-by: kminoda <koji.minoda@tier4.jp> --------- Signed-off-by: kminoda <koji.minoda@tier4.jp> Co-authored-by: Kenzo Lobos Tsunekawa <kenzo.lobos@tier4.jp> Signed-off-by: kaigohirao <kaigo.hirao@proxima-ai-tech.com>
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perception/lidar_centerpoint/CMakeLists.txt

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EXECUTABLE lidar_centerpoint_node
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)
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## single inference node ##
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ament_auto_add_library(single_inference_lidar_centerpoint_component SHARED
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src/single_inference_node.cpp
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)
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target_link_libraries(single_inference_lidar_centerpoint_component
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centerpoint_lib
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)
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rclcpp_components_register_node(single_inference_lidar_centerpoint_component
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PLUGIN "centerpoint::SingleInferenceLidarCenterPointNode"
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EXECUTABLE single_inference_lidar_centerpoint_node
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)
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install(PROGRAMS
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scripts/lidar_centerpoint_visualizer.py
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DESTINATION lib/${PROJECT_NAME}
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)
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ament_export_dependencies(ament_cmake_python)
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ament_auto_package(

perception/lidar_centerpoint/README.md

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`Centerpoint` was trained in `nuScenes` (~28k lidar frames) [8] and TIER IV's internal database (~11k lidar frames) for 60 epochs.
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`Centerpoint tiny` was trained in `Argoverse 2` (~110k lidar frames) [9] and TIER IV's internal database (~11k lidar frames) for 20 epochs.
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## Standalone inference and visualization
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In addition to its use as a standard ROS node, `lidar_centerpoint` can also be used to perform inferences in an isolated manner.
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To do so, execute the following launcher, where `pcd_path` is the path of the pointcloud to be used for inference.
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```bash
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ros2 launch lidar_centerpoint single_inference_lidar_centerpoint.launch.xml pcd_path:=test_pointcloud.pcd detections_path:=test_detections.ply
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```
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`lidar_centerpoint` generates a `ply` file in the provided `detections_path`, which contains the detections as triangle meshes.
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These detections can be visualized by most 3D tools, but we also integrate a visualization UI using `Open3D` which is launched alongside `lidar_centerpoint`.
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### Changelog
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#### v1 (2022/07/06)

perception/lidar_centerpoint/include/lidar_centerpoint/single_inference_node.hpp

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perception/lidar_centerpoint/launch/centerpoint_vs_centerpoint-tiny/README.md

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perception/lidar_centerpoint/launch/centerpoint_vs_centerpoint-tiny/centerpoint_vs_centerpoint-tiny.launch.xml

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