hibetterheyj / DenseMatch4VOS

DenseMatching4VOS

Environments

Getting started

Clone the repository:

cd <path/to/project>
# git clone --recurse-submodules https://github.com/hibetterheyj/DenseMatch4VOS
git clone https://github.com/hibetterheyj/DenseMatch4VOS
git submodule update --init --recursive

Create and activate conda environment:

cd ~/ASL && conda env create -f cfg/conda/dm4vos.yml
conda activate dm4vos

Assumes CUDA 11.3 & Cudnn 8.2.0 is installed and uses pytorch=1.10.0

TODO

• integrate with dense_mactching
• verify results between videowalk and original implementation
• ...

Acknowledgement

• https://github.com/ajabri/videowalk
• https://github.com/PruneTruong/DenseMatching
• https://github.com/visionml/pytracking