ImageNet¶
- class torchvision.datasets.ImageNet(root: str, split: str = 'train', **kwargs: Any)[source]¶
ImageNet 2012 Classification Dataset.
Note
Before using this class, it is required to download ImageNet 2012 dataset from here and place the files
ILSVRC2012_devkit_t12.tar.gz
andILSVRC2012_img_train.tar
orILSVRC2012_img_val.tar
based onsplit
in the root directory.- Parameters:
root (string) – Root directory of the ImageNet Dataset.
split (string, optional) – The dataset split, supports
train
, orval
.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.
loader – A function to load an image given its path.
- Special-members: