ImageNetC#
- class torch_uncertainty.datasets.classification.ImageNetC(**kwargs)[source]#
Initializes the ImageNetC dataset class.
This is a subclass of ImageNetVariation that supports additional keyword arguments.
- Parameters:
kwargs –
Additional keyword arguments passed to the superclass, including:
root (str): Root directory of the datasets.
split (str, optional): For API consistency. Defaults to
None
.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
.download (bool, optional): If
True
, downloads the dataset from the internet and puts it in the root directory. If the dataset is already downloaded, it is not downloaded again. Defaults toFalse
.