conda env create -f viser.yml
conda activate viser-release
# install softras
cd third_party/softras; python setup.py install; cd -;
# install manifold remeshing
git clone --recursive git://github.com/hjwdzh/Manifold; cd Manifold; mkdir build; cd build; cmake .. -DCMAKE_BUILD_TYPE=Release;make -j8; cd ../../

mkdir log; mkdir tmp; 

DAVIS/
    Annotations/
        Full-Resolution/
            sequence-name/
                {%05d}.png
    JPEGImages/
        Full-Resolution/
            sequence-name/
                {%05d}.jpg
    FlowBW/ and FlowFw/
        Full-Resolution/
            sequence-name/ and optionally seqname-name_{%02d}/ (frame interval)
                flo-{%05d}.pfm
                occ-{%05d}.pfm
                visflo-{%05d}.jpg
                warp-{%05d}.jpg

bash scripts/template.sh breakdance-flare

tensorboard --logdir log/

bash scripts/render_result.sh breakdance-flare log/breakdance-flare-1003-ft2/pred_net_20.pth 36

bash scripts/relephant-walk.sh

tensorboard --logdir log/

bash scripts/render_elephants.sh log/elephant-walk-1003-6/pred_net_10.pth

@inproceedings{yang2021viser,
  title={ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction},
  author={Yang, Gengshan 
      and Sun, Deqing
      and Jampani, Varun
      and Vlasic, Daniel
      and Cole, Forrester
      and Liu, Ce
      and Ramanan, Deva},
  booktitle = {NeurIPS},
  year={2021}
}  

@inproceedings{yang2021lasr,
  title={LASR: Learning Articulated Shape Reconstruction from a Monocular Video},
  author={Yang, Gengshan 
      and Sun, Deqing
      and Jampani, Varun
      and Vlasic, Daniel
      and Cole, Forrester
      and Chang, Huiwen
      and Ramanan, Deva
      and Freeman, William T
      and Liu, Ce},
  booktitle={CVPR},
  year={2021}
}