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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 (CVPR 2018) by Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada.

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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
<div> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/styles/gris1.jpg" width="30%" height="30%"> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/results/teapot.gif" width="30%" height="30%"> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/results/teapot_gris.gif" width="30%" height="30%"> </div> <div> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/styles/munch1.jpg" width="30%" height="30%"> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/results/bunny.gif" width="30%" height="30%"> <img src="https://raw.githubusercontent.com/hiroharu-kato/style_transfer_3d/master/examples/data/results/bunny_munch.gif" width="30%" height="30%"> </div>

Citation

@inproceedings{kato2018renderer
    title={Neural 3D Mesh Renderer},
    author={Kato, Hiroharu and Ushiku, Yoshitaka and Harada, Tatsuya},
    booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year={2018}
}