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Installation

We provide instructions to install the required dependencies.

Requirements:

  • python>=3.6
  • pytorch==1.5 (should work with pytorch >=1.5 as well but not tested)

  1. Clone the repo:

    git clone https://github.com/TheShadow29/VidSitu.git
cd VidSitu
export ROOT=$(pwd)

  2. To use the same environment you can use conda and the environment file vsitu_pyt_env.yml file provided. Please refer to Miniconda for details on installing conda.

    MINICONDA_ROOT=[to your Miniconda/Anaconda root directory]
conda env create -f vsitu_pyt_env.yml --prefix $MINICONDA_ROOT/envs/vsitu_pyt
conda activate vsitu_pyt

  3. Install submodules:

    • Install Detectron2 (needed for SlowFast). If you have CUDA 10.2 and Pytorch 1.5 you can use:
    python -m pip install detectron2 -f \
https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.5/index.html

    Please refer to detectron2 repository for more details.

    • Slowfast:
    cd $ROOT/SlowFast
python setup.py build develop
    • Fairseq:
    cd $ROOT/fairseq
pip install -e .
    • cocoapi:
    cd $ROOT/cocoapi/PythonAPI
make
    • coco-caption: (NOTE: You may need to install java). No additional steps are needed.

    Alternatively, you can run bash $ROOT/scripts/install_all.sh

    • coval:
    cd $ROOT/coval
pip install -e .