CIFAR100C#

class torch_uncertainty.datasets.classification.CIFAR100C(**kwargs)[source]#

The corrupted CIFAR-100-C Dataset.

Parameters:

root (str) – 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 to None.
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 in cifarc_subsets.
shift_severity (int) – The shift_severity of the corruption, between 1 and 5.
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.
kwargs – Additional keyword arguments passed to the parent class (CIFAR-10-C).