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binarized_mnist

A specific binarization of the MNIST images originally used in (Salakhutdinov & Murray, 2008). This dataset is frequently used to evaluate generative models of images, so labels are not provided.

Features

FeaturesDict({
    'image': Image(shape=(28, 28, 1), dtype=tf.uint8),
})

Statistics

Split Examples
ALL 70,000
TRAIN 50,000
VALIDATION 10,000
TEST 10,000

Urls

Supervised keys (for as_supervised=True)

None

Citation

@inproceedings{salakhutdinov2008quantitative,
title={On the quantitative analysis of deep belief networks},
author={Salakhutdinov, Ruslan and Murray, Iain},
booktitle={Proceedings of the 25th international conference on Machine learning},
pages={872--879},
year={2008},
organization={ACM}
}