mingwanglin/automatic-manga-colorization

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

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.

automatic-manga-colorization's Issues

Why does everything have one color?

Looking for cooperation

大牛你好，我对漫画上色也很感兴趣，在知乎上拜读了您的文章，发现你使用的数据很充分，能分享一下关于数据的技术细节吗？
非常感谢你能够回复我。。。

模型运行错误

正在初始化模型...100% - jumps to 100% instantly but freezes on my local machine.
It looks like the model/weights are not included in the repository.

this.modelFilePath /demos/data/manga_colorization/

It´s looking for the weights in file:///C:/demos/data/manga_colorization/tf_GA_weights607000.bin

哪里下载模型啊