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point-cloud-segmentaion-pcl-and-open3d's Introduction

Point Cloud Segmentation


This directory contains source codes for processing point Clouds using

  • python with library open3d
  • CPP with library PCL

Obtaining the Point Cloud


We obtain point cloud in a ".pcd" formate and it's source is ROS simulation

  • Running the drone simulation
    roslaunch uav_sim 6_Point_cloud_Segmentation.launch
    
  • Saving the current view infront of Drone
    rosrun pcl_ros pointcloud_to_pcd input:=/asus_depth_camera/depth/points
    

Processing Point Cloud and Visualizing

For processing we have two option

  1. CPP Executable creation
    • Inside of build folder
      cmake ..
      make
      ./<name of executable>
      
    • Visualizing
      pcl_viewer -multiview 2 table_scene_lms400_downsampled.pcd  cloud_cluster0.pcd cloud_cluster1.pcd cloud_cluster2.pcd cloud_cluster3.pcd cloud_cluster4.pcd
      
  2. Python
    python3 1_visualize_pc.py
    

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