incerto.data.CIFAR10_vs_CIFAR100

incerto.data.CIFAR10_vs_CIFAR100#

class incerto.data.CIFAR10_vs_CIFAR100(root='./data', normalize=True)[source]#

Bases: OODBenchmark

CIFAR-10 (ID) vs CIFAR-100 (OOD) benchmark.

Near-OOD benchmark with similar image statistics but different classes.

Parameters:
__init__(root='./data', normalize=True)[source]#
Parameters:

Methods

__init__([root, normalize])

get_datasets()

Get CIFAR-10 (ID) and CIFAR-100 (OOD) test sets.

get_transforms()

Get data transformations.
__init__(root='./data', normalize=True)[source]#
Parameters:
get_transforms()[source]#

Get data transformations.

Return type:

Compose

get_datasets()[source]#

Get CIFAR-10 (ID) and CIFAR-100 (OOD) test sets.

Return type:

Tuple[Dataset, Dataset]

Contents