User:Aitantv/GAN

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Revision as of 14:45, 7 December 2021 by Aitantv (talk | contribs)

Intro

Machine Learning Mastery

GANs: Generative Adversarial Networks

Method

Generative Adversarial Networks (GAN)

  • thispersondoesnotexist.com
  • requires deep learning and neural network experience + coding experience
  • GAN made up of two neural networks- Generator + Discriminator
  • Introduced in 2013
  • Generator - creates data that is preceived to be real. It recieves input and generates realistic images based on those images.
  • Discriminator - decides which images created by the Generator are real and fake.
  • StyleGan / RunwayML (web software/app) very easy to use / BigBiGan

DeepFake

  • Deep Nostalgia
  • Tokkingheads - combine a still with a video to make it talk