suyash / stylizer

Image to Image transformation experiments.

Stylizer

https://stylizer.appspot.com

Image to Image transformation experiments.

The code for the web service is in stylizer-web.

Implemented Algorithms

A Learned Representation of Artistic Style

https://arxiv.org/abs/1610.07629

CODE: https://github.com/suyash/stylizer/blob/master/stylizer/image_stylization.py

DEMO: https://colab.research.google.com/github/suyash/stylizer/blob/master/image_stylization_demo.ipynb

Comixify: Transform Video into A Comics

https://arxiv.org/abs/1812.03473

CartoonGAN: http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_CartoonGAN_Generative_Adversarial_CVPR_2018_paper.pdf

CODE: https://github.com/suyash/stylizer/tree/master/stylizer/comixgan

DEMO: https://colab.research.google.com/github/suyash/stylizer/blob/master/comixgan_demo.ipynb

A Closed-Form Solution to Photorealistic Image Stylization

https://arxiv.org/abs/1802.06474

https://github.com/suyash/stylizer/tree/master/stylizer/fast_photo_style

Perceptual Losses for Style Transfer and Super Resolution

https://arxiv.org/abs/1603.08155

CODE: https://github.com/suyash/stylizer/blob/master/stylizer/fast_neural_style.py

DEMO: https://colab.research.google.com/github/suyash/stylizer/blob/master/fast_neural_style_demo.ipynb

A Neural Algorithm of Artistic Style

https://arxiv.org/abs/1508.06576

CODE: https://github.com/suyash/stylizer/blob/master/stylizer/neural_style.py