Code for HodgeNet: Learning Spectral Geometry on Triangle Meshes, in SIGGRAPH 2021.

conda env create -f environment.yml
conda activate hodgenet

python train_segmentation.py --out out_dir --mesh_path path_to_meshes --seg_path path_to_segs

wget -O shrec.tar.gz https://www.dropbox.com/s/4z4v1x30jsy0uoh/shrec.tar.gz?dl=0
tar -xvf shrec.tar.gz -C data

python train_classification.py --out out_dir

python train_origami.py --out out_dir

@article{smirnov2021hodgenet,
  title={{HodgeNet}: Learning Spectral Geometry on Triangle Meshes},
  author={Smirnov, Dmitriy and Solomon, Justin},
  year={2021},
  journal={SIGGRAPH}
}