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}}}
Downloads the CIFAR100 test dataset or fetches it locally.
Accepts the same options as download/1
.