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Pointnet2 PyTorch

Partial implemention of Pointnet2 written in PyTorch.

The custom ops used by Pointnet2 are currently ONLY supported on the GPU using CUDA.

Building CUDA kernels

  • mkdir build && cd build
  • cmake .. && make

Exampling training

Two training examples are provided by train_sem_seg.py and train_cls.py. The datasets for both will be downloaded automatically by default

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PyTorch implementation of Pointnet2/Pointnet++

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  • Python 68.6%
  • Cuda 17.7%
  • C++ 13.5%
  • Objective-C 0.2%