starcraft_video

• Description:

This data set contains videos generated from Starcraft.

• Homepage: https://storage.googleapis.com/scv_dataset/README.html

• Source code: tfds.datasets.starcraft_video.Builder

• Versions:

  • 1.0.0 (default): New split API (https://tensorflow.org/datasets/splits)

• Auto-cached (documentation): No

• Splits:

Split	Examples
'test'	2,000
'train'	10,000
'validation'	2,000

• Supervised keys (See as_supervised doc): None

• Figure (tfds.show_examples): Not supported.

• Citation:

@article{DBLP:journals/corr/abs-1812-01717,
  author    = {Thomas Unterthiner and
               Sjoerd van Steenkiste and
               Karol Kurach and
               Rapha{\"{e} }l Marinier and
               Marcin Michalski and
               Sylvain Gelly},
  title     = {Towards Accurate Generative Models of Video: {A} New Metric and
               Challenges},
  journal   = {CoRR},
  volume    = {abs/1812.01717},
  year      = {2018},
  url       = {http://arxiv.org/abs/1812.01717},
  archivePrefix = {arXiv},
  eprint    = {1812.01717},
  timestamp = {Tue, 01 Jan 2019 15:01:25 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1812-01717},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

starcraft_video/brawl_64 (default config)

• Config description: Brawl map with 64x64 resolution.

• Download size: 6.40 GiB

• Dataset size: 6.39 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(64, 64, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 64, 64, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/brawl_128

• Config description: Brawl map with 128x128 resolution.

• Download size: 20.76 GiB

• Dataset size: 20.74 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(128, 128, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 128, 128, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/collect_mineral_shards_64

• Config description: CollectMineralShards map with 64x64 resolution.

• Download size: 7.83 GiB

• Dataset size: 7.82 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(64, 64, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 64, 64, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/collect_mineral_shards_128

• Config description: CollectMineralShards map with 128x128 resolution.

• Download size: 24.83 GiB

• Dataset size: 24.82 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(128, 128, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 128, 128, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/move_unit_to_border_64

• Config description: MoveUnitToBorder map with 64x64 resolution.

• Download size: 1.77 GiB

• Dataset size: 1.77 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(64, 64, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 64, 64, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/move_unit_to_border_128

• Config description: MoveUnitToBorder map with 128x128 resolution.

• Download size: 5.75 GiB

• Dataset size: 5.75 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(128, 128, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 128, 128, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/road_trip_with_medivac_64

• Config description: RoadTripWithMedivac map with 64x64 resolution.

• Download size: 2.48 GiB

• Dataset size: 2.47 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(64, 64, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 64, 64, 3)	uint8

• Examples (tfds.as_dataframe):

starcraft_video/road_trip_with_medivac_128

• Config description: RoadTripWithMedivac map with 128x128 resolution.

• Download size: 7.80 GiB

• Dataset size: 7.79 GiB

• Feature structure:

FeaturesDict({
    'rgb_screen': Video(Image(shape=(128, 128, 3), dtype=uint8)),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
rgb_screen	Video(Image)	(None, 128, 128, 3)	uint8

• Examples (tfds.as_dataframe):