incerto.data.MNIST_vs_FashionMNIST

class incerto.data.MNIST_vs_FashionMNIST(root='./data', normalize=True)

Bases: OODBenchmark

MNIST (ID) vs Fashion-MNIST (OOD) benchmark.

A common near-OOD benchmark where both datasets have similar structure but different semantics.

Parameters:

• root (str | Path)

• normalize (bool)

__init__(root='./data', normalize=True)

Parameters:

• root (str | Path)

• normalize (bool)

Methods

__init__([root, normalize])
get_datasets()	Get MNIST (ID) and Fashion-MNIST (OOD) test sets.
get_transforms()	Get data transformations.

__init__(root='./data', normalize=True)

Parameters:

• root (str | Path)

• normalize (bool)

get_transforms()

Get data transformations.

Return type:

Compose

get_datasets()

Get MNIST (ID) and Fashion-MNIST (OOD) test sets.

Return type:

Tuple[Dataset, Dataset]