In this chapter, we have learned what a pix2pix network is and explored its architecture. We started by downloading and preparing the dataset for training, and then prepared the project and looked at a Keras implementation of a pix2pix network. After that, we looked at the objective function for the training of a pix2pix network. We then trained the pix2pix network on the facades dataset and explored some practical applications of a pix2pix network.
In the next chapter, we will be predicting the future of GANs. We are going to be looking at what might happen in the GAN domain in the near future and how it might change our industries and our daily lives.
