3DN: 3D Deformation Network [Arxiv]
Installation
Install Tensorflow (1.10.0), PyMesh.
The mesh sampling and mesh laplacian operations are under folder models/tf_ops. To build them, simply use cd models/tf_ops and sh compile.sh to compile. You may need to set CUDA path in each subfolder.
Training
cd shapenet/3D
python train.pycd shapenet/2D
python train_vgg.pyPretrained Model can be found here.
Testing
cd shapenet/3D
python test.pycd shapenet/2D
python test.pyCitation
If you find this work useful, please consider citing:
@inproceedings{wang20193dn,
title={3DN: 3D Deformation Network},
author={Wang, Weiyue and Ceylan, Duygu and Mech, Radomir and Neumann, Ulrich},
booktitle={CVPR},
year={2019}
}