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FEMNIST is an image classification dataset containing 62 classes (10 digits, 26 lowercase letters, 26 uppercase letters), with images of size 28×28 pixels (optionally upscaled to 128×128 pixels), involving 3,500 users. The dataset is derived by partitioning the EMNIST dataset so that each user's data includes characters written by a single author.