mnist

The MNIST database of handwritten digits.

Features

FeaturesDict({
    'image': Image(shape=(28, 28, 1), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=10),
})

Statistics

Split Examples
ALL 70,000
TRAIN 60,000
TEST 10,000

Homepage

Supervised keys (for as_supervised=True)

(u'image', u'label')

Citation

@article{lecun2010mnist,
  title={MNIST handwritten digit database},
  author={LeCun, Yann and Cortes, Corinna and Burges, CJ},
  journal={ATT Labs [Online]. Available: http://yann. lecun. com/exdb/mnist},
  volume={2},
  year={2010}
}