O'Reilly logo

GANs in Action by Jakub Langr, Vladimir Bok

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Chapter 7. Semi-Supervised GAN

This chapter covers

  • The booming field of innovations based on the original GAN model
  • Semi-supervised learning and its immense practical importance
  • Semi-Supervised GANs (SGANs)
  • Implementation of an SGAN model

Congratulations—you have made it more than halfway through this book. By now, you not only have learned what GANs are and how they function, but also had an opportunity to implement two of the most canonical implementations: the original GAN that started it all and the DCGAN that laid the foundation for the bulk of the advanced GAN variants, including the Progressive GAN introduced in the previous chapter.

However, as with many fields, just when you think you are beginning to get a real hang of it, you ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required