dataeval.utils.data.datasets.CIFAR10¶

class dataeval.utils.data.datasets.CIFAR10(root, train=True, download=False, transform=None, target_transform=None)¶

CIFAR10 Dataset.

Parameters:¶

root : str or pathlib.Path¶

Root directory of the CIFAR10 Dataset.

train : bool, default True¶

If True, creates dataset from training set, otherwise creates from test set.

download : bool, default False¶

If true, downloads the dataset from the internet and puts it in root directory. If dataset is already downloaded, it is not downloaded again.

transform : Callable or None, default None:¶

A function/transform that takes in a PIL image and returns a transformed version. E.g, torchvision.transforms.RandomCrop

target_transform : Callable or None, default None:¶

A function/transform that takes in the target and transforms it.