Section 2: Convolutional Neural Networks

In this section, we will be learning about a class of deep learning network, known as the convolutional neural network (CNN), for images, and why CNNs are better than deep feedforward networks. We will then look at how we can reduce the computation cost required by deep learning networks, and see that mobile neural networks are nothing but CNNs that have been modified to have fewer parameters and consume less memory.

The following chapters will be covered in this section:

• Chapter 4, CNN Architecture 
• Chapter 5, Mobile Neural Network and CNN