5. Autoencoders

Overview

In this chapter, we will look at autoencoders and their applications. We will see how autoencoders are used in dimensionality reduction and denoising. We will implement an artificial neural network and an autoencoder using the Keras framework. By the end of this chapter, you will be able to implement an autoencoder model using convolutional neural networks.