https://github.com/amir22010/munit

Multimodal Unsupervised Image-to-Image Translation

https://github.com/amir22010/munit

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: arxiv.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (5.1%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Multimodal Unsupervised Image-to-Image Translation

Basic Info
  • Host: GitHub
  • Owner: Amir22010
  • License: other
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 5.96 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Fork of NVlabs/MUNIT
Created about 7 years ago · Last pushed over 7 years ago

https://github.com/Amir22010/MUNIT/blob/master/

[![License CC BY-NC-SA 4.0](https://img.shields.io/badge/license-CC4.0-blue.svg)](https://raw.githubusercontent.com/NVIDIA/FastPhotoStyle/master/LICENSE.md)
![Python 2.7](https://img.shields.io/badge/python-2.7-green.svg)
![Python 3.6](https://img.shields.io/badge/python-3.6-green.svg)
## MUNIT: Multimodal UNsupervised Image-to-image Translation

### License

Copyright (C) 2018 NVIDIA Corporation.  All rights reserved.
Licensed under the CC BY-NC-SA 4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode). 

### Code usage

Please check out the [user manual page](USAGE.md).

### Paper

[Xun Huang](http://www.cs.cornell.edu/~xhuang/), [Ming-Yu Liu](http://mingyuliu.net/), [Serge Belongie](https://vision.cornell.edu/se3/people/serge-belongie/), [Jan Kautz](http://jankautz.com/), "[Multimodal Unsupervised Image-to-Image Translation](https://arxiv.org/abs/1804.04732)", ECCV 2018

### Results Video
[![](results/video.jpg)](https://youtu.be/ab64TWzWn40)

### Edges to Shoes/handbags Translation

![](results/edges2shoes_handbags.jpg)

### Animal Image Translation

![](results/animal.jpg)

### Street Scene Translation

![](results/street.jpg)

### Yosemite Summer to Winter Translation (HD)

![](results/summer2winter_yosemite.jpg)

### Example-guided Image Translation

![](results/example_guided.jpg)

### Other Implementations

[MUNIT-Tensorflow](https://github.com/taki0112/MUNIT-Tensorflow) by [Junho Kim](https://github.com/taki0112)

[MUNIT-keras](https://github.com/shaoanlu/MUNIT-keras) by [shaoanlu](https://github.com/shaoanlu)

### Citation

If you find this code useful for your research, please cite our paper:

```
@inproceedings{huang2018munit,
  title={Multimodal Unsupervised Image-to-image Translation},
  author={Huang, Xun and Liu, Ming-Yu and Belongie, Serge and Kautz, Jan},
  booktitle={ECCV},
  year={2018}
}
```


Owner

  • Name: Amir Khan
  • Login: Amir22010
  • Kind: user
  • Location: India

working on developing a state of art AI solutions mainly in computer vision, chat bots and nlp domain. building an awesome AI as a professional developer 😍.

GitHub Events

Total
Last Year