This section explains how to deal with image data and how to use popular deep learning methods. It consists of five chapters that illustrate the use of convolutional neural networks, autoencoder networks, transfer learning, and generative adversarial networks for computer vision applications.
This section contains the following chapters:
- Chapter 4, Image Classification and Recognition
- Chapter 5, Image Classification Using Convolutional Neural Networks
- Chapter 6, Applying Autoencoder Neural Networks Using Keras
- Chapter 7, Image Classification for Small Data Using Transfer Learning
- Chapter 8, Creating New Images Using Generative Adversarial Networks
