<p>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.</p>

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

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

CC BY-SA 4.0
2020-04-08T13:27:46.303Z
Some months ago, the state-of-the-art model for drug design was actually based on VAEs (rather than GANs).
nbro
CC BY-SA 4.0
2020-04-08T23:23:26.273Z
I'd advise having a look at [[2001.06937] A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications](https://arxiv.org/abs/2001.06937), especially the "Applications" section, 5.
ted
<deep-learning><computer-vision><applications><generative-adversarial-networks>
What are some real-world products or applications that can be developed using GANs?
Aniket Velhankar
# What are some real-world products or applications that can be developed using GANs?

(Asked by: username_0 on 2020-04-07)

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?

**Tags:** deep-learning, computer-vision, applications, generative-adversarial-networks

> **Comments:**
> **username_1**: Some months ago, the state-of-the-art model for drug design was actually based on VAEs (rather than GANs).  
> **username_2**: I'd advise having a look at [[2001.06937] A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications](https://arxiv.org/abs/2001.06937), especially the "Applications" section, 5.  

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