About the Apply Generative Adversarial Networks category

Course Q&A Generative Adversarial Networks (GANS) Apply Generative Adversarial Networks
1

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

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