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cycle_gan

  • Description:

A dataset consisting of images from two classes A and B (For example: horses/zebras, apple/orange,...)

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=2),
})
@article{DBLP:journals/corr/ZhuPIE17,
  author    = {Jun{-}Yan Zhu and
               Taesung Park and
               Phillip Isola and
               Alexei A. Efros},
  title     = {Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial
               Networks},
  journal   = {CoRR},
  volume    = {abs/1703.10593},
  year      = {2017},
  url       = {http://arxiv.org/abs/1703.10593},
  archivePrefix = {arXiv},
  eprint    = {1703.10593},
  timestamp = {Mon, 13 Aug 2018 16:48:06 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZhuPIE17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

cycle_gan/apple2orange (default config)

  • Download size: 74.82 MiB
  • Splits:
Split Examples
'testA' 266
'testB' 248
'trainA' 995
'trainB' 1,019

cycle_gan/summer2winter_yosemite

  • Download size: 126.50 MiB
  • Splits:
Split Examples
'testA' 309
'testB' 238
'trainA' 1,231
'trainB' 962

cycle_gan/horse2zebra

  • Download size: 111.45 MiB
  • Splits:
Split Examples
'testA' 120
'testB' 140
'trainA' 1,067
'trainB' 1,334

cycle_gan/monet2photo

  • Download size: 291.09 MiB
  • Splits:
Split Examples
'testA' 121
'testB' 751
'trainA' 1,072
'trainB' 6,287

cycle_gan/cezanne2photo

  • Download size: 266.92 MiB
  • Splits:
Split Examples
'testA' 58
'testB' 751
'trainA' 525
'trainB' 6,287

cycle_gan/ukiyoe2photo

  • Download size: 279.38 MiB
  • Splits:
Split Examples
'testA' 263
'testB' 751
'trainA' 562
'trainB' 6,287

cycle_gan/vangogh2photo

  • Download size: 292.39 MiB
  • Splits:
Split Examples
'testA' 400
'testB' 751
'trainA' 400
'trainB' 6,287

cycle_gan/maps

  • Download size: 1.38 GiB
  • Splits:
Split Examples
'testA' 1,098
'testB' 1,098
'trainA' 1,096
'trainB' 1,096

cycle_gan/cityscapes

  • Download size: 266.65 MiB
  • Splits:
Split Examples
'testA' 500
'testB' 500
'trainA' 2,975
'trainB' 2,975

cycle_gan/facades

  • Download size: 33.51 MiB
  • Splits:
Split Examples
'testA' 106
'testB' 106
'trainA' 400
'trainB' 400

cycle_gan/iphone2dslr_flower

  • Download size: 324.22 MiB
  • Splits:
Split Examples
'testA' 569
'testB' 480
'trainA' 1,812
'trainB' 3,325