EMNIST¶
- class torchvision.datasets.EMNIST(root: str, split: str, **kwargs: Any)[source]¶
EMNIST Dataset.
- Parameters:
root (string) – Root directory of dataset where
EMNIST/raw/train-images-idx3-ubyte
andEMNIST/raw/t10k-images-idx3-ubyte
exist.split (string) – The dataset has 6 different splits:
byclass
,bymerge
,balanced
,letters
,digits
andmnist
. This argument specifies which one to use.train (bool, optional) – If True, creates dataset from
training.pt
, otherwise fromtest.pt
.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.
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.
- Special-members: