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PyTorch implementation of original neural mesh renderer v2

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Neural 3D Mesh Renderer v2 (CVPR 2019)

This is the PyTorch implementation of Neural 3D Mesh Renderer v2. For the original code, please visit original repo

Changes from original repo

  • Added PyTorch support
  • Some bugfixes
  • Some improvements in index & CUDA calls
  • Some improvements in project structure & applied refactoring
  • Maintained the original code under neural_renderer_chainer and tests under tests_chainer
  • PyTorch tests are comparing results against the Chainer implementation.
  • Added support for multiple GPUs

Installation

sudo python setup.py install

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PyTorch implementation of original neural mesh renderer v2

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  • Python 90.7%
  • Cuda 7.3%
  • C++ 1.9%
  • Shell 0.1%