{"id":13711237,"url":"https://github.com/NVlabs/MUNIT","last_synced_at":"2025-05-06T20:32:29.068Z","repository":{"id":41287851,"uuid":"127476512","full_name":"NVlabs/MUNIT","owner":"NVlabs","description":"Multimodal Unsupervised Image-to-Image Translation","archived":false,"fork":false,"pushed_at":"2022-09-20T12:23:52.000Z","size":6257,"stargazers_count":2676,"open_issues_count":66,"forks_count":484,"subscribers_count":73,"default_branch":"master","last_synced_at":"2025-04-14T13:58:28.781Z","etag":null,"topics":["deep-learning","gan","image-translation","munit","pix2pix"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NVlabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-03-30T21:56:14.000Z","updated_at":"2025-04-10T22:23:10.000Z","dependencies_parsed_at":"2022-07-07T11:03:38.173Z","dependency_job_id":null,"html_url":"https://github.com/NVlabs/MUNIT","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NVlabs%2FMUNIT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NVlabs%2FMUNIT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NVlabs%2FMUNIT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NVlabs%2FMUNIT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NVlabs","download_url":"https://codeload.github.com/NVlabs/MUNIT/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252764641,"owners_count":21800722,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","gan","image-translation","munit","pix2pix"],"created_at":"2024-08-02T23:01:06.075Z","updated_at":"2025-05-06T20:32:28.060Z","avatar_url":"https://github.com/NVlabs.png","language":"Python","funding_links":[],"categories":["Computer Vision","Uncategorized","Python"],"sub_categories":["Image / Video Generation","Uncategorized"],"readme":"**The code base is no longer maintained.**\n\n**Please check here for an improved implementation of MUNIT: https://github.com/NVlabs/imaginaire/tree/master/projects/munit**\n\n[![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)\n![Python 2.7](https://img.shields.io/badge/python-2.7-green.svg)\n![Python 3.6](https://img.shields.io/badge/python-3.6-green.svg)\n## MUNIT: Multimodal UNsupervised Image-to-image Translation\n\n### License\n\nCopyright (C) 2018 NVIDIA Corporation.  All rights reserved.\nLicensed under the CC BY-NC-SA 4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode). \n\nFor commercial use, please consult [NVIDIA Research Inquiries](https://www.nvidia.com/en-us/research/inquiries/).\n\n### Code usage\n\nPlease check out the [user manual page](USAGE.md).\n\n### Paper\n\n[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\n\n### Results Video\n[![](results/video.jpg)](https://youtu.be/ab64TWzWn40)\n\n### Edges to Shoes/handbags Translation\n\n![](results/edges2shoes_handbags.jpg)\n\n### Animal Image Translation\n\n![](results/animal.jpg)\n\n### Street Scene Translation\n\n![](results/street.jpg)\n\n### Yosemite Summer to Winter Translation (HD)\n\n![](results/summer2winter_yosemite.jpg)\n\n### Example-guided Image Translation\n\n![](results/example_guided.jpg)\n\n### Other Implementations\n\n[MUNIT-Tensorflow](https://github.com/taki0112/MUNIT-Tensorflow) by [Junho Kim](https://github.com/taki0112)\n\n[MUNIT-keras](https://github.com/shaoanlu/MUNIT-keras) by [shaoanlu](https://github.com/shaoanlu)\n\n### Citation\n\nIf you find this code useful for your research, please cite our paper:\n\n```\n@inproceedings{huang2018munit,\n  title={Multimodal Unsupervised Image-to-image Translation},\n  author={Huang, Xun and Liu, Ming-Yu and Belongie, Serge and Kautz, Jan},\n  booktitle={ECCV},\n  year={2018}\n}\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FNVlabs%2FMUNIT","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FNVlabs%2FMUNIT","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FNVlabs%2FMUNIT/lists"}