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The EMNIST dataset is a set of handwritten character digits derived from the
NIST Special Database 19 and converted to a 28x28 pixel image format and dataset
structure that directly matches the MNIST dataset.
Note: Like the original EMNIST data, images provided here are inverted
horizontally and rotated 90 anti-clockwise. You can use tf.transpose within
ds.map to convert the images to a human-friendlier format.
@article{cohen_afshar_tapson_schaik_2017,
title={EMNIST: Extending MNIST to handwritten letters},
DOI={10.1109/ijcnn.2017.7966217},
journal={2017 International Joint Conference on Neural Networks (IJCNN)},
author={Cohen, Gregory and Afshar, Saeed and Tapson, Jonathan and Schaik, Andre Van},
year={2017}
}