In this chapter, we are going to use the phenomenal open source package ConvNetSharp, by Cédric Bovar, to demonstrate how to train our Convolutional Neural Networks (CNNs). In this chapter, we will look at the following topics:

• Common neural network modules
• The various terms and concepts related to CNNs
• Convolutional networks that process images