In this section, we will learn about how a CNN works by building a feedforward network from scratch using NumPy.
Building a CNN from scratch using Python
Getting ready
A typical CNN has multiple components. In this section, we will go through the various components of a CNN before we understand how the CNN improves prediction accuracy when an image is translated.
Understanding convolution
We are already aware of how a typical NN works. In this section, let's understand the working details of the convolution process in CNN.