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๐Ÿš Edge#171: What are Deep Convolutional GANs?

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๐Ÿš Edge#171: What are Deep Convolutional GANs?

Mar 8, 2022
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๐Ÿš Edge#171: What are Deep Convolutional GANs?

thesequence.substack.com
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In this issue:ย 

  • we introduce DCGANs;ย ย 

  • we explain the DCGAN Paper;ย ย 

  • we explore Nvidia Imaginaire, a GAN Library for image and video translation.ย ย 

Enjoy the learning!ย ย 

๐Ÿ’ก ML Concept of the Day: What are DCGANsย 

In the last part of our series about generative models, we have been exploring different types of adversarial neural networks (GANs). Today, we would like to discuss a popular variation of this architecture known as deep convolutional GAN (DCGAN). The ideas for DCGAN were outlined in a 2016 paper from researchers from Meta (then, Facebook) and big data startup Indico.ย The core thesis of the paper looked to

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ยฉ 2023 Jesus Rodriguez
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