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The Marvelous World of GANs: Teaching Machines to Dream in Pixels

  • GANs, or Generative Adversarial Networks, are neural networks that consist of a Generator and a Discriminator.
  • The Generator tries to create realistic data, while the Discriminator judges whether the data is real or fake.
  • GANs learn through a process of competition and optimization, resulting in the Generator producing data that can fool even human eyes.
  • GANs have various applications in entertainment, fashion, healthcare, and art, but also come with challenges and ethical concerns.

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