gehaollt / automatic-manga-colorization

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

Home Page:http://www.styletransfer.tech

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Manga Colorization In Browser [Demo-Link] [Demo-Introduction]

Ongoing web applications for automatic manga colorization with models totally run in browser.

Built based on keras.js demos, Use Keras.js to run Models in everyone's browser.

Model Training

Model is trained with my keras implementation of cycle-gan, it's based on pytorch-CycleGan (by junyanz) and tf/torch/keras/lasagne (by tjwei).

Trained model is converted to Keras.js model by keras.js Model Conversion

Demo Limits

Due to some compatibility issues of keras,js, demo has problems when run in browsers of mobile devices.

Latest Chrome desktop version or Firefox desktop version is recommended for best user experience.

About

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

http://www.styletransfer.tech

License:MIT License


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Language:JavaScript 81.5%Language:CSS 15.4%Language:GLSL 1.8%Language:HTML 0.9%Language:Python 0.4%