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lsun

  • Description:

Large scale images showing different objects from given categories like bedroom, tower etc.

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
})
@article{journals/corr/YuZSSX15,
  added-at = {2018-08-13T00:00:00.000+0200},
  author = {Yu, Fisher and Zhang, Yinda and Song, Shuran and Seff, Ari and Xiao, Jianxiong},
  biburl = {https://www.bibsonomy.org/bibtex/2446d4ffb99a5d7d2ab6e5417a12e195f/dblp},
  ee = {http://arxiv.org/abs/1506.03365},
  interhash = {3e9306c4ce2ead125f3b2ab0e25adc85},
  intrahash = {446d4ffb99a5d7d2ab6e5417a12e195f},
  journal = {CoRR},
  keywords = {dblp},
  timestamp = {2018-08-14T15:08:59.000+0200},
  title = {LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop.},
  url = {http://dblp.uni-trier.de/db/journals/corr/corr1506.html#YuZSSX15},
  volume = {abs/1506.03365},
  year = 2015
}

lsun/classroom (default config)

  • Config description: Images of category classroom

  • Download size: 3.06 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 168,103
'validation' 300

Visualization

lsun/bedroom

  • Config description: Images of category bedroom

  • Download size: 42.77 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 3,033,042
'validation' 300

Visualization

lsun/bridge

  • Config description: Images of category bridge

  • Download size: 15.35 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 818,687
'validation' 300

Visualization

lsun/church_outdoor

  • Config description: Images of category church_outdoor

  • Download size: 2.29 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 126,227
'validation' 300

Visualization

lsun/conference_room

  • Config description: Images of category conference_room

  • Download size: 3.78 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 229,069
'validation' 300

Visualization

lsun/dining_room

  • Config description: Images of category dining_room

  • Download size: 10.80 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 657,571
'validation' 300

Visualization

lsun/kitchen

  • Config description: Images of category kitchen

  • Download size: 33.34 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 2,212,277
'validation' 300

Visualization

lsun/living_room

  • Config description: Images of category living_room

  • Download size: 21.23 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 1,315,802
'validation' 300

Visualization

lsun/restaurant

  • Config description: Images of category restaurant

  • Download size: 12.57 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 626,331
'validation' 300

Visualization

lsun/tower

  • Config description: Images of category tower

  • Download size: 11.19 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 708,264
'validation' 300

Visualization

lsun/airplane

  • Config description: Images of category airplane

  • Download size: 33.72 GiB

  • Dataset size: 29.88 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,530,696

lsun/bicycle

  • Config description: Images of category bicycle

  • Download size: 129.24 GiB

  • Dataset size: 119.55 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 3,347,211

lsun/bird

  • Config description: Images of category bird

  • Download size: 65.10 GiB

  • Dataset size: 59.66 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 2,310,362

lsun/boat

  • Config description: Images of category boat

  • Download size: 85.66 GiB

  • Dataset size: 79.48 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 2,651,165

lsun/bottle

  • Config description: Images of category bottle

  • Download size: 63.66 GiB

  • Dataset size: 56.64 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 3,202,760

lsun/bus

  • Config description: Images of category bus

  • Download size: 24.33 GiB

  • Dataset size: 21.89 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 695,891

lsun/car

  • Config description: Images of category car

  • Download size: 173.03 GiB

  • Dataset size: 159.36 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 5,520,756

lsun/cat

  • Config description: Images of category cat

  • Download size: 41.69 GiB

  • Dataset size: 36.30 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,657,266

lsun/chair

  • Config description: Images of category chair

  • Download size: 115.79 GiB

  • Dataset size: 104.80 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 5,037,807

lsun/cow

  • Config description: Images of category cow

  • Download size: 14.94 GiB

  • Dataset size: 13.20 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 377,379

lsun/dining_table

  • Config description: Images of category dining_table

  • Download size: 48.27 GiB

  • Dataset size: 44.12 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,537,123

lsun/dog

  • Config description: Images of category dog

  • Download size: 144.92 GiB

  • Dataset size: 133.09 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 5,054,817

lsun/horse

  • Config description: Images of category horse

  • Download size: 68.79 GiB

  • Dataset size: 63.89 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 2,000,340

lsun/motorbike

  • Config description: Images of category motorbike

  • Download size: 41.86 GiB

  • Dataset size: 38.59 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,194,101

lsun/potted_plant

  • Config description: Images of category potted_plant

  • Download size: 42.70 GiB

  • Dataset size: 39.66 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,104,859

lsun/sheep

  • Config description: Images of category sheep

  • Download size: 17.75 GiB

  • Dataset size: 15.86 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 418,983

lsun/sofa

  • Config description: Images of category sofa

  • Download size: 56.33 GiB

  • Dataset size: 50.22 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 2,365,870

lsun/train

  • Config description: Images of category train

  • Download size: 42.72 GiB

  • Dataset size: 39.35 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 1,148,020

lsun/tv-monitor

  • Config description: Images of category tv-monitor

  • Download size: 45.70 GiB

  • Dataset size: 39.35 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 2,463,284