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Installation

Requirements

  • Python >= 3.6
  • Numpy
  • PyTorch >= 1.5
  • fvcore: pip install 'git+https://github.com/facebookresearch/fvcore'
  • torchvision that matches the PyTorch installation. You can install them together at pytorch.org to make sure of this.
  • simplejson: pip install simplejson
  • GCC >= 4.9
  • PyAV: conda install av -c conda-forge
  • ffmpeg (4.0 is prefereed, will be installed along with PyAV)
  • PyYaml: (will be installed along with fvcore)
  • tqdm: (will be installed along with fvcore)
  • iopath: pip install -U iopath or conda install -c iopath iopath
  • psutil: pip install psutil
  • OpenCV: pip install opencv-python
  • torchvision: pip install torchvision or conda install torchvision -c pytorch
  • tensorboard: pip install tensorboard
  • moviepy: (optional, for visualizing video on tensorboard) conda install -c conda-forge moviepy or pip install moviepy
  • PyTorchVideo: pip install pytorchvideo
  • Decord: pip install decord

Different from the SlowFast repository, we remove some codes using Detectron2 for easy installation, which are about detection and visulazation. If you want to used them, please follow the SlowFast repository.

Add this repository to $PYTHONPATH

export PYTHONPATH=/path/to/MorphMLP/slowfast:$PYTHONPATH

Build MorphMLP

After having the above dependencies, run:

git clone https://github.com/MTLab/MorphMLP
cd MorphMLP
python setup.py build develop