hiromichinomata/style_transfer_3d

PythonMIT

2D-to-3D style transfer using Neural Renderer

This is the code for 2D-to-3D style transfer in the paper Neural 3D Mesh Renderer by Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada.

Related repositories:

Neural Renderer
- Single-image 3D mesh reconstruction
- 2D-to-3D style transfer (this repository)
- 3D DeepDream

Installation

# install neural_renderer
git clone https://github.com/hiroharu-kato/neural_renderer.git
cd neural_renderer
python setup.py install --user
# or, sudo python setup.py install

Example

bash ./examples/run.sh

Citation

@article{kato2017renderer,
  title={Neural 3D Mesh Renderer},
  author={Kato, Hiroharu and Ushiku, Yoshitaka and Harada, Tatsuya},
  journal={arXiv:1711.07566},
  year={2017}
}