INSTALL.md

Installation / Upgrade

Python dependencies

Python >= 3.8 PyTorch >= 1.9.0 (If not using torch.run, lower version can work as well.)

Installation

Clone this repository as follows:

git clone --recurse-submodules https://github.com/kiyoon/PyVideoAI.git

Or, clone submodules and checkout to master after you clone this repository.

git clone https://github.com/kiyoon/PyVideoAI.git
cd PyVideoAI
git submodule update --init --remote --merge --recursive

Preferrably, checkout to a stable release.

git checkout v0.4
git submodule update --recursive

Then, install each submodule.

cd submodules/video_datasets_api
pip install -e .
cd ../experiment_utils
pip install -e .

Finally, install the PyVideoAI.

cd ../..
pip install -e .

Optional: Pillow-SIMD and libjepg-turbo to improve dataloading performance. Run this at the end of the installation:

conda uninstall -y --force pillow pil jpeg libtiff libjpeg-turbo
pip   uninstall -y         pillow pil jpeg libtiff libjpeg-turbo
conda install -yc conda-forge libjpeg-turbo
CFLAGS="${CFLAGS} -mavx2" pip install --upgrade --no-cache-dir --force-reinstall --no-binary :all: --compile pillow-simd
conda install -y jpeg libtiff

Pulling (updating) the project

git pull
git submodule update