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Discriminator in GANs

What is discriminator in GANs?

The discriminator is a basic ANN that is trained to perform a classification task. The discriminator is trained to:

  • Output = 0 (probability = 0%) : The input image is fake.
  • Output = 1 (probability = 100%) : The input image is real.



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