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

  • Splits:

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

Visualization

lsun/bedroom

  • Config description: Images of category bedroom

  • Download size: 42.77 GiB

  • Splits:

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

Visualization

lsun/bridge

  • Config description: Images of category bridge

  • Download size: 15.35 GiB

  • Splits:

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

Visualization

lsun/church_outdoor

  • Config description: Images of category church_outdoor

  • Download size: 2.29 GiB

  • Splits:

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

Visualization

lsun/conference_room

  • Config description: Images of category conference_room

  • Download size: 3.78 GiB

  • Splits:

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

Visualization

lsun/dining_room

  • Config description: Images of category dining_room

  • Download size: 10.80 GiB

  • Splits:

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

Visualization

lsun/kitchen

  • Config description: Images of category kitchen

  • Download size: 33.34 GiB

  • 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

  • Splits:

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

Visualization

lsun/restaurant

  • Config description: Images of category restaurant

  • Download size: 12.57 GiB

  • Splits:

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

Visualization

lsun/tower

  • Config description: Images of category tower

  • Download size: 11.19 GiB

  • Splits:

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

Visualization