GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers

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Installation

1. Create a conda environment

   conda create -n GauHamer python=3.10
   conda activate GauHamer
   

2. Install Pytorch and numpy

   conda install pytorch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 pytorch-cuda=11.8 -c pytorch -c nvidia
   pip install git+https://github.com/ashawkey/diff-gaussian-rasterization.git
   pip install git+https://gitlab.inria.fr/bkerbl/simple-knn.git
   pip install 'numpy<2.0'
   #pip install requirements.txt
   
   

Global Constants

1. Check paths in

configs/default_config.yaml
scene/mirage.py
scene/hamer_extension.py
HameR/hamer/configs/__init__.py

Training

python train_network.py