Part 2:
Deep Neural Networks for Computer Vision

In this part, we’ll introduce convolutional neural networks (CNNs) – a type of neural network suitable for computer vision applications. Building on top of the first three chapters, we’ll discuss the rationale behind CNNs, their building blocks, and their architecture. We’ll also outline the most popular CNN models in use today. Finally, we’ll focus on the advanced applications of CNNs – object detection, image segmentation, and image generation.

This part has the following chapters:

• Chapter 4, Computer Vision with Convolutional Networks
• Chapter 5, Advanced Computer Vision Applications