Optex
An implementation of Optimal Textures: Fast and Robust Texture Synthesis and Style Transfer through Optimal Transport for TU Delft CS4240.
You can find a more in-depth summary of the implementation in this blog post.
Installation
git clone https://github.com/JCBrouwer/OptimalTextures
cd OptimalTextures
pip install -r requirements.txt
python optex.py -h
Texture synthesis
Generate a texture based on an example:
python optex.py --style style/graffiti.jpg --size 512
Style transfer
Supply two images and synthesize one in the style of the other.
python optex.py --style style/lava-small.jpg --content content/rocket.jpg --content_strength 0.2
Texture mixing
Blend two textures together.
python optex.py --style style/zebra.jpg style/pattern-small.jpg --mixing_alpha 0.5
Color transfer
Perform style transfer but keep the original colors of the content.
python optex.py --style style/green-paint-large.jpg --content content/city.jpg --style_scale 0.5 --content_strength 0.2 --color_transfer opt --size 1024
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