May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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Discriminator and generator loss
Given the setup that we have described, 
and 
play a iterative two-player minimax game with the value function 
:
Literally speaking, it minimizes its loss when D(x) is equal to 1 and D(G(z)) is equal to 0, that is, when the discriminator's probability of real is 1 for real data and 0 for fake data. Hence, the discriminator ...
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