USPS

class torchvision.datasets.USPS(root: str, train: bool = True, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)

USPS Dataset. The data-format is : [label [index:value ]*256 n] * num_lines, where label lies in [1, 10]. The value for each pixel lies in [-1, 1]. Here we transform the label into [0, 9] and make pixel values in [0, 255].

Parameters

• root (string) – Root directory of dataset to store``USPS`` data files.

• train (bool, optional) – If True, creates dataset from usps.bz2, otherwise from usps.t.bz2.

• transform (callable, optional) – A function/transform that takes in an PIL image and returns a transformed version. E.g, transforms.RandomCrop

• target_transform (callable, optional) – A function/transform that takes in the target and transforms it.

• download (bool, optional) – If true, downloads the dataset from the internet and puts it in root directory. If dataset is already downloaded, it is not downloaded again.

Special-members

__getitem__(index: int) → Tuple[Any, Any]

Parameters

index (int) – Index

Returns

(image, target) where target is index of the target class.

Return type

tuple