TinyImageNetC#
- class torch_uncertainty.datasets.classification.TinyImageNetC(root, transform=None, target_transform=None, subset='all', shift_severity=1, download=False)[source]#
The corrupted TinyImageNet-C Dataset.
- Parameters:
root (str | Path) – Root directory of the datasets.
transform (callable, optional) – A function/transform that takes in a PIL image and returns a transformed version. E.g,
transforms.RandomCrop
. Defaults toNone
.target_transform (callable, optional) – A function/transform that takes in the target and transforms it. Defaults to
None
.subset (str) – The subset to use, one of
all
or the keys incifarc_subsets
.shift_severity (int) – The shift_severity of the corruption, between
1
and5
.download (bool, optional) – If True, downloads the dataset from the internet and puts it in root directory. If dataset is already downloaded, it is not downloaded again. Defaults to
False
.
References