GANs have shown good progress across a wide variety of domains ranging from image translation, image generation, text to image synthesis, audio/video generation, image super-resolution and many more.

Although these concepts have great research potential, what are some real-world products or applications that can be developed using GANs?

A few I know are drug discovery and product customization. What else can you suggest?

  • $\begingroup$ Some months ago, the state-of-the-art model for drug design was actually based on VAEs (rather than GANs). $\endgroup$
    – nbro
    Commented Apr 8, 2020 at 13:27
  • 1
    $\begingroup$ I'd advise having a look at [[2001.06937] A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications](arxiv.org/abs/2001.06937), especially the "Applications" section, 5. $\endgroup$
    – ted
    Commented Apr 8, 2020 at 23:23
  • $\begingroup$ Sure, thank you. $\endgroup$ Commented Apr 9, 2020 at 11:38


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