Previously, we only dealt with tabular data—data in CSV files. In this chapter, we’ll work with a completely different type of data—images.
The project we prepared for this chapter is classification of clothes. We will predict if an image of clothing is a T-shirt, a shirt, a skirt, a dress, or something else.
This is an image classification problem. To solve it, we will learn how to train a deep neural network using TensorFlow and Keras to recognize the types of clothes. The materials of this chapter will help you start using neural networks and perform any similar image classification project.