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.
environment
Create an environment with Conda:
conda env create -f environment.ymlAlternatively, 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
#NeuMan #Homepage #Documentation #Download #Single #Video #Content #Reconstruction #Model #News Fast Delivery