Fashion MNIST with Keras

1 / 4

About the Fashion MNIST Dataset

Fashion-MNIST: is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each image is 28 pixels in height and 28 pixels in width, for a total of 784 pixels in total. Each pixel has a single pixel-value associated with it, indicating the lightness or darkness of that pixel, with higher numbers meaning darker. This pixel-value is an integer between 0 and 255.

Labels: Each training and test example is assigned to one of the following labels:

  • 0 - T-shirt/top
  • 1 - Trouser
  • 2 - Pullover
  • 3 - Dress
  • 4 - Coat
  • 5 - Sandal
  • 6 - Shirt
  • 7 - Sneaker
  • 8 - Bag
  • 9 - Ankle boot

Zalando intends Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms.

Acknowledgements: Original dataset was downloaded from https://github.com/zalandoresearch/fashion-mnist


No hints are availble for this assesment

Answer is not availble for this assesment

Loading comments...