Cartoon Colorization

Team Banana: Manar Safi, Nikita Girish, Hershal Bhatia

UC Berkeley

CS194: Designing, Visualizing and Understanding Deep Neural Networks, Spring 2018

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About

For the final project for UC Berkeley CS194, Spring 2018, we attempted to explore the colorization of sketches of cartoons. This is the public respository corresponding to our report.

The final report is available here: [LINK]

References

1. https://arxiv.org/pdf/1611.07004.pdf Isola, Zhu, and Zhou. Image-to-Image Translation with Conditional Adversarial Networks
2. https://arxiv.org/pdf/1511.06434.pdf A. Radford, L. Metz, and S. Chintala. Unsupervised representation learning with deep convolutional generative adversarial networks.
3. https://github.com/affinelayer/pix2pix-tensorflow
4. https://google.github.io/cartoonset/index.html