View Source Scidata.CIFAR100 (Scidata v0.1.11)

Module for downloading the CIFAR100 dataset.

Link to this section Summary

Functions

Downloads the CIFAR100 training dataset or fetches it locally.

Downloads the CIFAR100 test dataset or fetches it locally.

Link to this section Functions

Downloads the CIFAR100 training dataset or fetches it locally.

Returns a tuple of format:

{{images_binary, images_type, images_shape},
 {labels_binary, labels_type, labels_shape}}

options

Options.

  • :base_url - Dataset base URL.

    Defaults to "https://www.cs.toronto.edu/~kriz/"

  • :dataset_file - Dataset filename.

    Defaults to "cifar-100-binary.tar.gz"

  • :cache_dir - Cache directory.

    Defaults to System.tmp_dir!()

examples

Examples

iex> Scidata.CIFAR100.download()
{{<<59, 43, 50, 68, 98, 119, 139, 145, 149, 149, 131, 125, 142, 144, 137, 129,
137, 134, 124, 139, 139, 133, 136, 139, 152, 163, 168, 159, 158, 158, 152,
148, 16, 0, 18, 51, 88, 120, 128, 127, 126, 116, 106, 101, 105, 113, 109,
112, ...>>, {:u, 8}, {50000, 3, 32, 32}},
{<<6, 9, 9, 4, 1, 1, 2, 7, 8, 3, 4, 7, 7, 2, 9, 9, 9, 3, 2, 6, 4, 3, 6, 6, 2,
    6, 3, 5, 4, 0, 0, 9, 1, 3, 4, 0, 3, 7, 3, 3, 5, 2, 2, 7, 1, 1, 1, ...>>,
  {:u, 8}, {50000, 2}}}
Link to this function

download_test(opts \\ [])

View Source

Downloads the CIFAR100 test dataset or fetches it locally.

Accepts the same options as download/1.