Chapter 4. Convolutional Neural Networks

In this chapter, you'll be learning how to apply the convolutional neural network (also referred to as the CNN or convnet), perhaps the best-known deep architecture, via the following steps:

• Taking a look at the convnet's topology and learning processes, including convolutional and pooling layers
• Understanding how we can combine convnet components into successful network architectures
• Using Python code to apply a convnet architecture so as to solve a well-known image classification task