Fashion MNIST with Keras and Deep Learning - PyImageSearch

In this tutorial you will learn how to train a simple Convolutional Neural Network (CNN) with Keras on the Fashion MNIST dataset, enabling you to classify fashion images and categories. The Fashion MNIST dataset is meant to be a (slightly more challenging) drop-in replacement for the (less challenging) MNIST dataset. Throughout this tutorial, you will learn how to train a simple Convolutional Neural Network (CNN) with Keras on the Fashion MNIST dataset, giving you not only hands-on experience working with the Keras library but also your first taste of clothing/fashion classification. To learn how to train a Keras CNN on the Fashion MNIST dataset, just keep reading! In the first part of this tutorial, we will review the Fashion MNIST dataset, including how to download it to your system.