{"id":15372465,"url":"https://github.com/wkentaro/chainer-cyclegan","last_synced_at":"2025-04-15T14:07:51.043Z","repository":{"id":41203574,"uuid":"114517994","full_name":"wkentaro/chainer-cyclegan","owner":"wkentaro","description":"Chainer implementation of \"Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial 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src=\"https://drive.google.com/uc?id=1APsWYE6fx1a6PNrG1saiFuBHcuZOXZln\" align=\"right\" width=\"384\" /\u003e\n\n# chainer-cyclegan\n\n[![Build Status](https://travis-ci.org/wkentaro/chainer-cyclegan.svg?branch=master)](https://travis-ci.org/wkentaro/chainer-cyclegan)\n\nChainer implementation of [\"Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network\"](https://arxiv.org/abs/1703.10593).  \nThis is a faithful re-implementation of [the official PyTorch implementation](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix).\n\n\n## Installation\n\n```bash\ngit clone --recursive https://github.com/wkentaro/chainer-cyclegan.git\ncd chainer-cyclegan\n\nconda install -c menpo -y opencv\npip install .\n```\n\nor\n\n```bash\npip install chainer-cyclegan\n```\n\n\n## Training\n\n```bash\ncd examples/cyclegan\n\n# ./train.py \u003cdataset\u003e --gpu \u003cgpu_id\u003e\n./train.py horse2zebra --gpu 0\n```\n\n## Results\n\n### apple2orange\n\n![](examples/cyclegan/.readme/apple2orange_epoch200.jpg)\n\n### summer2winter_yosemite\n\n![](examples/cyclegan/.readme/summer2winter_yosemite_epoch94.jpg)\n\n### horse2zebra\n\n![](examples/cyclegan/.readme/horse2zebra_epoch200.jpg)\n\n### monet2photo\n\n![](examples/cyclegan/.readme/monet2photo_epoch50.jpg)\n\n### cezanne2photo\n\n![](examples/cyclegan/.readme/cezanne2photo_epoch22.jpg)\n\n### ukiyoe2photo\n\n![](examples/cyclegan/.readme/ukiyoe2photo_epoch108.jpg)\n\n### vangogh2photo\n\n![](examples/cyclegan/.readme/vangogh2photo_epoch63.jpg)\n\n### maps\n\n![](examples/cyclegan/.readme/maps_epoch200.jpg)\n\n### cityscapes\n\n![](examples/cyclegan/.readme/cityscapes_epoch17.jpg)\n\n### facades\n\n![](examples/cyclegan/.readme/facades_epoch200.jpg)\n\n### iphone2dslr_flower\n\n![](examples/cyclegan/.readme/iphone2dslr_flower_epoch200.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwkentaro%2Fchainer-cyclegan","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwkentaro%2Fchainer-cyclegan","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwkentaro%2Fchainer-cyclegan/lists"}