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LiDAR-Segmentation

  • Segmentation of point cloud data from LiDAR.
  • The data is from udacity. I have used DBSCAN&RANSAC clustering, Voxel grid down sampling in the pipeline.
  • There's a script for converting point cloud format between Open3D and ROS:
    • convertCloudFromOpen3dToRos
    • convertCloudFromRosToOpen3d

Rviz Topic output:

/plane_points

/rslidar_points

/sampled_points

/segment_points

Setup Locally:

  • Enter to project directory

cd LiDAR-Segmentation

  • Source the workspace

source devel/setup.bash

  • Run the launch files

roslaunch fcw_segment frame_pub.launch

roslaunch fcw_segment main.launch

Nb:- If you Still got an error then remove build and devel folders and run the command catkin_make. Now follow the above steps

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Segmentation of point cloud data from LiDAR

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