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content-style-disentangled-ST

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Content and Style Disentanglement for Artistic Style Transfer [ICCV19]

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# Content and Style Disentanglement for Artistic Style Transfer
***Dmytro Kotovenko, Artsiom Sanakoyeu, Sabine Lang, Björn Ommer*,  ICCV 2019**

[**Project page**](https://compvis.github.io/content-style-disentangled-ST/) | 
[**Paper**](https://compvis.github.io/content-style-disentangled-ST/paper.pdf) | 
[**Supplementary Material**](https://compvis.github.io/content-style-disentangled-ST/Content_and_Style_Disentanglement_for_Artistic_Style_Transfer_ICCV19_supplementary.pdf) |
[**Code**](https://github.com/CompVis/content-style-disentangled-ST/tree/dev_subm_1)

![pipeline](https://github.com/CompVis/content-style-disentangled-ST/blob/gh-pages/images/pipeline_5x_v3_cropped.jpg "Method pipeline")

**Preliminary version of the source code is located in branch [dev_subm_1](https://github.com/CompVis/content-style-disentangled-ST/tree/dev_subm_1).**

### Video Results

[**Teaser video**](https://www.youtube.com/embed/KN_WTcQBUsU)    
[Full playlist](https://www.youtube.com/playlist?list=PLPXplX5Y1SzGOxo22bqZjV1V-_LgcmLnT)

### Style Interpolations
Click on GIF for Hi-Res version.

Input             |  Cezanne to van Gogh
:-------------------------:|:-------------------------:
![](https://compvis.github.io/content-style-disentangled-ST/images/gif4.jpg) | [![Foo](https://compvis.github.io/content-style-disentangled-ST/images/gif4_hires_optimized_500px.gif "Hi-Res GIF")](https://compvis.github.io/content-style-disentangled-ST/images/gif4_hires_optimized.gif)

Input             |  Cezanne to van Gogh
:-------------------------:|:-------------------------:
![](https://compvis.github.io/content-style-disentangled-ST/images/gif3_500px.jpg)  |  [![Foo](https://compvis.github.io/content-style-disentangled-ST/images/gif3_hires_optimized_500px.gif "Hi-Res GIF")](https://compvis.github.io/content-style-disentangled-ST/images/gif3_hires_optimized.gif)

Input             |  Cezanne to van Gogh
:-------------------------:|:-------------------------:
![](https://compvis.github.io/content-style-disentangled-ST/images/gif7.jpg)  |  [![Foo](https://compvis.github.io/content-style-disentangled-ST/images/gif7_hires_optimized_500px.gif "Hi-Res GIF")](https://compvis.github.io/content-style-disentangled-ST/images/gif7_hires_optimized.gif)

## Our previous work on Style Transfer
- [A Content Transformation Block For Image Style Transfer (CVPR19)](https://github.com/CompVis/content-targeted-style-transfer)
- [A Style-Aware Content Loss for Real-time HD Style Transfer (ECCV18)](https://github.com/CompVis/adaptive-style-transfer)

## Reference
If you use our work in your research, please cite us using the following BibTeX entry.
```
@conference{kotovenko2019iccv,
  title={Content and Style Disentanglement for Artistic Style Transfer},
  author={Kotovenko, Dmytro, adn Sanakoyeu, Artsiom, and Lang, Sabine, and Ommer, Bj\"orn},
  booktitle={Proceedings of the International Conference on Computer Vision (ICCV)},
  year={2019}
}
```

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