div2k

• Description:

DIV2K dataset: DIVerse 2K resolution high quality images as used for the challenges @ NTIRE (CVPR 2017 and CVPR 2018) and @ PIRM (ECCV 2018)

• Additional Documentation: Explore on Papers With Code north_east

• Homepage: https://data.vision.ee.ethz.ch/cvl/DIV2K/

• Source code: tfds.datasets.div2k.Builder

• Versions:

  • 2.0.0 (default): No release notes.

• Auto-cached (documentation): No

• Feature structure:

FeaturesDict({
    'hr': Image(shape=(None, None, 3), dtype=uint8),
    'lr': Image(shape=(None, None, 3), dtype=uint8),
})

• Feature documentation:

• Supervised keys (See as_supervised doc): ('lr', 'hr')

• Figure (tfds.show_examples): Not supported.

• Citation:

@InProceedings{Agustsson_2017_CVPR_Workshops,
    author = {Agustsson, Eirikur and Timofte, Radu},
    title = {NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study},
    booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    url = "http://www.vision.ee.ethz.ch/~timofter/publications/Agustsson-CVPRW-2017.pdf",
    month = {July},
    year = {2017}
}

div2k/bicubic_x2 (default config)

• Config description: Uses bicubic_x2 data.

• Download size: 4.68 GiB

• Dataset size: 4.68 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/bicubic_x3

• Config description: Uses bicubic_x3 data.

• Download size: 4.16 GiB

• Dataset size: 4.16 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/bicubic_x4

• Config description: Uses bicubic_x4 data.

• Download size: 3.97 GiB

• Dataset size: 3.97 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/bicubic_x8

• Config description: Uses bicubic_x8 data.

• Download size: 3.78 GiB

• Dataset size: 3.78 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/unknown_x2

• Config description: Uses unknown_x2 data.

• Download size: 4.48 GiB

• Dataset size: 4.48 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/unknown_x3

• Config description: Uses unknown_x3 data.

• Download size: 4.10 GiB

• Dataset size: 4.11 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/unknown_x4

• Config description: Uses unknown_x4 data.

• Download size: 3.93 GiB

• Dataset size: 3.93 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/realistic_mild_x4

• Config description: Uses realistic_mild_x4 data.

• Download size: 4.00 GiB

• Dataset size: 4.00 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/realistic_difficult_x4

• Config description: Uses realistic_difficult_x4 data.

• Download size: 3.98 GiB

• Dataset size: 3.99 GiB

• Splits:

• Examples (tfds.as_dataframe):

div2k/realistic_wild_x4

• Config description: Uses realistic_wild_x4 data.

• Download size: 4.74 GiB

• Dataset size: 14.62 GiB

• Splits:

• Examples (tfds.as_dataframe):