Fashion-MNIST is a data set of Zalando’s article images. Like MNIST, the data set consists of of 60000 training and 10000 test 28x28 pixel grayscale images.
Unlike MNIST, the images don't depict handdrawn digits, but rather 10 articles associated with fashion: t-shirt, trouser, pullover, dress, coat, sandal, shirt, sneaker, bag and ankle boot.