The Fashion MNIST dataset is meant to be a (slightly more challenging) drop-in replacement for the (less challenging) MNIST dataset.
Similar to the MNIST digit dataset, the Fashion MNIST dataset includes:
- 60,000 training examples
- 10,000 testing examples
- 10 classes
- 28ร28 grayscale/single channel images
The ten fashion class labels include:
- T-shirt/top
- Trouser/pants
- Pullover shirt
- Dress
- Coat
- Sandal
- Shirt
- Sneaker
- Bag
- Ankle boot
References
1. Fashion MNIST with Keras and Deep Learning
3. http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/