https://github.com/suyash/stylizer

Image to Image transformation experiments.
https://github.com/suyash/stylizer

Last synced: about 1 month ago
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Image to Image transformation experiments.

• Host: GitHub
• URL: https://github.com/suyash/stylizer
• Owner: suyash
• License: bsd-3-clause
• Created: 2019-09-04T14:32:06.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-03-24T22:35:21.000Z (about 2 years ago)
• Last Synced: 2025-03-25T01:43:46.708Z (2 months ago)
• Language: Jupyter Notebook
• Homepage: https://stylizer.appspot.com
• Size: 12.2 MB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Stylizer

> https://stylizer.appspot.com

Image to Image transformation experiments.

The code for the web service is in [stylizer-web](https://github.com/suyash/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