cycle_gan

• Description:

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

• Homepage: https://junyanz.github.io/CycleGAN/

• Source code: tfds.image_classification.CycleGAN

• Versions:

  • 3.0.0 (default): Cityscapes dataset is removed due to license issue.

• Feature structure:

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=uint8),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=2),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
image	Image	(None, None, 3)	uint8
label	ClassLabel		int64

• Supervised keys (See as_supervised doc): ('image', 'label')

• Citation:

@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

• Dataset size: 76.89 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'testA'	266
'testB'	248
'trainA'	995
'trainB'	1,019

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/summer2winter_yosemite

• Download size: 126.50 MiB

• Dataset size: 127.52 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'testA'	309
'testB'	238
'trainA'	1,231
'trainB'	962

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/horse2zebra

• Download size: 111.45 MiB

• Dataset size: 112.55 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'testA'	120
'testB'	140
'trainA'	1,067
'trainB'	1,334

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/monet2photo

• Download size: 291.09 MiB

• Dataset size: 295.75 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	121
'testB'	751
'trainA'	1,072
'trainB'	6,287

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/cezanne2photo

• Download size: 266.92 MiB

• Dataset size: 269.56 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	58
'testB'	751
'trainA'	525
'trainB'	6,287

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/ukiyoe2photo

• Download size: 279.38 MiB

• Dataset size: 282.62 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	263
'testB'	751
'trainA'	562
'trainB'	6,287

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/vangogh2photo

• Download size: 292.39 MiB

• Dataset size: 295.09 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	400
'testB'	751
'trainA'	400
'trainB'	6,287

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/maps

• Download size: 1.38 GiB

• Dataset size: 701.08 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	1,098
'testB'	1,098
'trainA'	1,096
'trainB'	1,096

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/facades

• Download size: 33.51 MiB

• Dataset size: 34.83 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'testA'	106
'testB'	106
'trainA'	400
'trainB'	400

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

cycle_gan/iphone2dslr_flower

• Download size: 324.22 MiB

• Dataset size: 325.82 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'testA'	569
'testB'	480
'trainA'	1,812
'trainB'	3,325

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):