The Fashion-MNIST dataset

Description

Fashion-MNIST is a dataset created as an alternative to the MNIST dataset. This dataset created as MNIST is considered as too easy and this can be directly replaced with MNIST.

The following is randomly selected examples from the dataset after principal component analysis (PCA) is performed:

The dataset size, number of labels and image size are similar to MNIST. More details can be found at https://github.com/zalandoresearch/fashion-mnist. You can run the models learned and check the accuracy.

The ImageNet dataset and competition

The CIFAR dataset