# UNIT

**Repository Path**: ZJRLMirrors/UNIT

## Basic Information

- **Project Name**: UNIT
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2017-10-30
- **Last Updated**: 2024-10-14

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## PyTorch Implementation of the Coupled GAN algorithm for Unsupervised Image-to-Image Translation

### License

Copyright (C) 2017 NVIDIA Corporation.  All rights reserved.
Licensed under the CC BY-NC-ND 4.0 license (https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode). 

### Paper

[Ming-Yu Liu, Thomas Breuel, Jan Kautz, "Unsupervised Image-to-Image Translation Networks" NIPS 2017 Spotlight, arXiv:1703.00848 2017](https://arxiv.org/abs/1703.00848)

#### Result Videos

More image results are available in the [Google Photo Album](https://photos.app.goo.gl/5x7oIifLh2BVJemb2).

![](./docs/snowy2summery.gif)
![](./docs/day2night.gif)
![](./docs/dog_breed.gif)
![](./docs/cat_species.gif)

- [Snowy2Summery-01](https://youtu.be/9VC0c3pndbI)
- [Snowy2Summery-02](https://youtu.be/eUBiiBS1mj0)
- [Day2Night-01](https://youtu.be/Z_Rxf0TfBJE)
- [Day2Night-02](https://youtu.be/mmj3iRIQw1k)
- [Translation Between 5 dog breeds](https://youtu.be/3a6Jc7PabB4)
- [Translation Between 6 cat species](https://youtu.be/Bwq7BmQ1Vbc)

#### Street Scene Image Translation
From the first row to the fourth row, we show example results on day to night, sunny to rainy, summery to snowy, and real to synthetic image translation (two directions). For each image pair, left is the input image; right is the translated image.

![](./docs/street_scene.jpg)

#### Dog Breed Image Translation

![](./docs/dog_trans.jpg)

#### Cat Species Image Translation

![](./docs/dog_trans.jpg)

#### Attribute-based Face Image Translation

![](./docs/faces.jpg)

### Code usage

Please go to the [user manual page](USAGE.md)