The discriminator architecture determines whether the image is real or fake. In this case, we are focused solely on the neural network that we are going to create- this doesn't involve the training step that we'll cover in the training recipe in this chapter:
The discriminator is typically a simple Convolution Neural Network (CNN) in simple architectures. In our first few examples, this is the type of neural network we'll be using.
Here are a few steps to illustrate how we would build a discriminator:
- First, we'll create a convolutional neural network to classify real ...