NeuMan is a machine learning model developed by Apple that uses neural radiation fields to reconstruct background scenes and animated characters from a single video.


Create an environment with Conda:

conda env create -f environment.yml

Alternatively, you can create the environment by executing:

conda create -n neuman_env python=3.7 -y;
conda activate neuman_env;
conda install pytorch==1.8.0 torchvision==0.9.0 cudatoolkit=10.2 -c pytorch;
# For RTX 30 series GPU with CUDA version 11.x, please use:
# conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forge
conda install -c fvcore -c iopath -c conda-forge fvcore iopath;
conda install -c bottler nvidiacub;
conda install pytorch3d -c pytorch3d;
conda install -c conda-forge igl;
pip install opencv-python joblib open3d imageio tensorboardX chumpy lpips scikit-image ipython matplotlib;

Please note,pytorch3dA specific version of pytorch is required in the example pytorch=1.8.0.

Activate the environment:

conda activate neuman_env

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