advsecurenet.datasets.svhn package

advsecurenet.datasets.svhn.svhn_dataset module

class advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset(preprocess_config: PreprocessConfig | None = None)

Bases: BaseDataset

The MNISTDataset class that loads the MNIST dataset.

Parameters:: preprocess_config (Optional[PreprocessConfig], optional) – The preprocessing configuration for the MNIST dataset. Defaults to None.

mean

Mean of the MNIST dataset.

Type:: List[float]

std

Standard deviation of the MNIST dataset.

Type:: List[float]

input_size

Input size of the MNIST images.

Type:: Tuple[int, int]

name

Name of the dataset.

Type:: str

num_classes

Number of classes in the MNIST dataset.

Type:: int

get_dataset_class(): Returns the dataset class.