ImageNetR

class torch_uncertainty.datasets.classification.ImageNetR(**kwargs)

Initializes the ImageNetR 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 to False.