In this chapter, we learned about what a GAN is and which components constitute a standard GAN architecture. We also explored the various kinds of GANs that are available. After establishing the basic concepts of GANs, we moved on to looking at the underlying concepts that go into the construction and functioning of GANs. We learned about the advantages and disadvantages of GANs, as well as the solutions that help overcome those disadvantages. Finally, we learned about the various practical applications of GANs.

Using the fundamental knowledge of GANs in this chapter, we will now move on to the next chapter, where we will learn to generate various shapes using GANs.