NVlabs/MUNIT

Name: MUNIT

Owner: NVIDIA Research Projects

Description: null

Created: 2018-03-30 21:56:14.0

Updated: 2018-03-30 21:56:14.0

Pushed: 2018-03-30 21:56:15.0

Homepage: null

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README

License CC BY-NC-SA 4.0 Python 2.7 Python 3.6

MUNIT: Multimodal UNsupervised Image-to-image Translation
License

Copyright © 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.

Paper

Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz, “Multimodal Unsupervised Image-to-Image Translation” arXiv preprint arXiv:1804.04732

Results Video

Edges to Shoes/handbags Translation

Animal Image Translation

Street Scene Translation

Yosemite Summer to Winter Translation (HD)

Example-guided Image Translation

Other Implementations

MUNIT-Tensorflow by Junho Kim

MUNIT-keras by shaoanlu

Citation

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

icle{huang2018munit,
tle={Multimodal Unsupervised Image-to-image Translation},
thor={Huang, Xun and Liu, Ming-Yu and Belongie, Serge and Kautz, Jan},
urnal={arXiv preprint arXiv:1804.04732},
ar={2018}


This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.