1.1 KiB
1.1 KiB
Installation
Set Up Environment
Clone the repository.
git clone https://github.com/16lemoing/dot
cd dot
[Optional] Create a conda environment.
conda create -n mvs python=3.9
conda activate mvs
Install the PyTorch and TorchVision versions which are compatible with your CUDA configuration.
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
Install ffmpeg 6.x
conda install -c conda-forge ffmpeg=6.*
Install other dependencies.
pip install tqdm matplotlib einops einshape scipy timm lmdb av mediapy typer imageio imageio-ffmpeg requests opencv-python
Install faiss
conda install -c pytorch faiss-cpu=1.9.0
[Optional] Set up custom modules from PyTorch3D to increase speed and reduce memory consumption of interpolation operations.
cd dot/utils/torch3d/ && python setup.py install && cd ../../..
[Optional] Download watermark removal repo
git clone https://github.com/l-comm/WatermarkRemoval.git