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Installation

Requirements

  • Python >= 3.6
  • Numpy
  • PyTorch 1.3
  • 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)
  • 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
  • Detectron2:
    pip install -U torch torchvision cython
    pip install -U 'git+https://github.com/facebookresearch/fvcore.git' 'git+https://github.com/cocodataset/cocoapi.git#subdirectory=PythonAPI'
    git clone https://github.com/facebookresearch/detectron2 detectron2_repo
    pip install -e detectron2_repo
    # You can find more details at https://github.com/facebookresearch/detectron2/blob/master/INSTALL.md

Setup

Clone the LSTC repository and setup the pyslowfast package

git clone https://github.com/facebookresearch/slowfast
cd LSTC
python3 setup.py build

Add the installed package to $PYTHONPATH.

export PYTHONPATH=/path/to/LSTC/build/lib:$PYTHONPATH