Binary Cross Entropy (BCE) Loss for GANs - The Minimax Game
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Binary Cross Entropy (BCE) Loss for GANs - The Minimax Game
Now that we've developed both the intuition as well as the mathematical understanding of BCE loss, we can now learn how exactly both networks within a GAN make use of this function.
As we observed in the mathematical introduction to BCE loss, the first term of BCE loss is concerned with real images, and the second term is concerned with fake images.
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