lsun

• Description:

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

• Additional Documentation: Explore on Papers With Code north_east

• Homepage: https://www.yf.io/p/lsun

• Source code: tfds.image.Lsun

• Versions:

  • 3.0.0: New split API (https://tensorflow.org/datasets/splits)
  • 3.1.0 (default): Add builder config for missing person object category, and add id to the feature dict

• Auto-cached (documentation): No

• Feature structure:

FeaturesDict({
    'id': Text(shape=(), dtype=string),
    'image': Image(shape=(None, None, 3), dtype=uint8),
})

• Feature documentation:

• Supervised keys (See as_supervised doc): None

• Citation:

@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: 3.15 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/bedroom

• Config description: Images of category bedroom

• Download size: 42.77 GiB

• Dataset size: 44.48 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/bridge

• Config description: Images of category bridge

• Download size: 15.35 GiB

• Dataset size: 15.80 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/church_outdoor

• Config description: Images of category church_outdoor

• Download size: 2.29 GiB

• Dataset size: 2.36 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/conference_room

• Config description: Images of category conference_room

• Download size: 3.78 GiB

• Dataset size: 3.90 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/dining_room

• Config description: Images of category dining_room

• Download size: 10.80 GiB

• Dataset size: 11.17 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/kitchen

• Config description: Images of category kitchen

• Download size: 33.34 GiB

• Dataset size: 34.61 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/living_room

• Config description: Images of category living_room

• Download size: 21.23 GiB

• Dataset size: 21.97 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/restaurant

• Config description: Images of category restaurant

• Download size: 12.57 GiB

• Dataset size: 12.88 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/tower

• Config description: Images of category tower

• Download size: 11.19 GiB

• Dataset size: 11.61 GiB

• Splits:

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

lsun/airplane

• Config description: Images of category airplane

• Download size: 33.72 GiB

• Dataset size: 29.96 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/bicycle

• Config description: Images of category bicycle

• Download size: 129.24 GiB

• Dataset size: 119.72 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/bird

• Config description: Images of category bird

• Download size: 65.10 GiB

• Dataset size: 59.78 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/boat

• Config description: Images of category boat

• Download size: 85.66 GiB

• Dataset size: 79.61 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/bottle

• Config description: Images of category bottle

• Download size: 63.66 GiB

• Dataset size: 56.79 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/bus

• Config description: Images of category bus

• Download size: 24.33 GiB

• Dataset size: 21.93 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/car

• Config description: Images of category car

• Download size: 173.03 GiB

• Dataset size: 159.63 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/cat

• Config description: Images of category cat

• Download size: 41.69 GiB

• Dataset size: 36.38 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/chair

• Config description: Images of category chair

• Download size: 115.79 GiB

• Dataset size: 105.04 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/cow

• Config description: Images of category cow

• Download size: 14.94 GiB

• Dataset size: 13.22 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/dining_table

• Config description: Images of category dining_table

• Download size: 48.27 GiB

• Dataset size: 44.20 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/dog

• Config description: Images of category dog

• Download size: 144.92 GiB

• Dataset size: 133.33 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/horse

• Config description: Images of category horse

• Download size: 68.79 GiB

• Dataset size: 63.99 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/motorbike

• Config description: Images of category motorbike

• Download size: 41.86 GiB

• Dataset size: 38.65 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/potted_plant

• Config description: Images of category potted_plant

• Download size: 42.70 GiB

• Dataset size: 39.71 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/sheep

• Config description: Images of category sheep

• Download size: 17.75 GiB

• Dataset size: 15.88 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/sofa

• Config description: Images of category sofa

• Download size: 56.33 GiB

• Dataset size: 50.33 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/train

• Config description: Images of category train

• Download size: 42.72 GiB

• Dataset size: 39.40 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.

lsun/tv-monitor

• Config description: Images of category tv-monitor

• Download size: 45.70 GiB

• Dataset size: 39.47 GiB

• Splits:

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe): Missing.