About the Apply Generative Adversarial Networks category

Welcome to course 3 of Generative Adversarial Networks.

In this course, you will:

  • Explore the applications of GANs and examine them wrt data augmentation, privacy, and anonymity
  • Leverage the image-to-image translation framework and identify applications to modalities beyond images
  • Implement Pix2Pix, a paired image-to-image translation GAN, to adapt satellite images into map routes (and vice versa)
  • Compare paired image-to-image translation to unpaired image-to-image translation and identify how their key difference necessitates different GAN architectures
  • Implement CycleGAN, an unpaired image-to-image translation model, to adapt horses to zebras (and vice versa) with two GANs in one

Please feel free to search for a topic that you’re interested in or start one of your own if you don’t find what you are looking for!