Flickr8k

class torchvision.datasets.Flickr8k(root: Union[str, Path], ann_file: str, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None)

Flickr8k Entities Dataset.

Parameters:

• root (str or pathlib.Path) – Root directory where images are downloaded to.

• ann_file (string) – Path to annotation file.

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

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

Special-members:

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

Parameters:

index (int) – Index

Returns:

Tuple (image, target). target is a list of captions for the image.

Return type:

tuple