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Generative Adversarial Networks (GANs): When AI Learns by Competing with Itself

  • Generative Adversarial Networks (GANs) are like a duel between two AI models: a Generator that creates images and a Discriminator that evaluates them.
  • The Generator tries to create realistic images while the Discriminator determines if they are real or fake.
  • Through adversarial training, the Generator learns to create convincing images that are indistinguishable from real ones.
  • GANs are pushing the boundaries of what machines can create and are aiding artists, scientists, and engineers in developing new tools.

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