NVlabs/MUNIT

Python

Multimodal Unsupervised Image-to-Image Translation

gandeep-learningpix2piximage-translationmunit

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Sterne

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Apr. 2018Aug. 2019Jan. 2021Mai 2022Okt. 2023März 2025Juli 2026

ArtefaktePyPIpip install munit

README

The code base is no longer maintained.

Please check here for an improved implementation of MUNIT: https://github.com/NVlabs/imaginaire/tree/master/projects/munit

MUNIT: Multimodal UNsupervised Image-to-image Translation

License

For commercial use, please consult NVIDIA Research Inquiries.

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", ECCV 2018

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:

@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}
}

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