- python 3.10:
conda create -n human3diffusion python=3.10 - pytorch 2.1.0 with CUDA 12.1:
pip install torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 --index-url https://download.pytorch.org/whl/cu121 - xformers with CUDA 12.1:
pip install xformers==0.0.22.post4 --index-url https://download.pytorch.org/whl/cu121
- git clone gof:
git clone https://github.com/YuxuanSnow/gaussian-opacity-fields.git, seehttps://github.com/YuxuanSnow/gaussian-opacity-fields - install
diff-gaussian-rasterization:cd gaussian-opacity-fields && pip install submodules/diff-gaussian-rasterization,pip install submodules/simple-knn/ && cd .. - export CPATH for the camke (replace with your CUDA path):
export CPATH=/usr/local/cuda-11.8/targets/x86_64-linux/include:$CPATH
- pip install -r requirements.txt
- tsdf fusion: https://github.com/andyzeng/tsdf-fusion-python,
pip install --user numpy opencv-python scikit-image numba,pip install --user pycuda,pip install scipy==1.11