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pointcloud_processing_semantic3d

Point cloud processing for preparing learning dataset of "Semantic3d"

Dependencies

  • Ubuntu16.04
  • PCL1.8 (c++)
  • python-pcl link
  • vtk (python)
  • vtkplotter link
  • h5py (python)

Build

.../$ mkdir build && cd build
.../build$ cmake ..
.../build$ make

Run

.../build$ ./processing_sem3d [log_file_name] [data_file_path] [label_file_path]
#./processing_sem3d log_181009.txt ../data/sem8_labels_training/bildstein_station1_xyz_intensity_rgb.txt ../data/sem8_labels_training/bildstein_station1_xyz_intensity_rgb.labels

Automated bash

.../build$ ../auto_clustering.sh

Visualization

.../build$ python ../scripts/pcd_visualization.py -r .

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Point cloud processing for preparing learning dataset of "Semantic3d"

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  • Python 93.2%
  • C++ 5.0%
  • Shell 1.6%
  • CMake 0.2%