January 2019
Intermediate to advanced
316 pages
8h 16m
English
Content preview from Generative Adversarial Networks Projects
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Adversarial loss
The adversarial loss is calculated on the probabilities returned by the discriminator network. In the adversarial model, the discriminator network is fed with generated images, which are generated by the generated network. The adversarial loss can be represented by an equation, as follows:
Here, 
is the generated image and 
represents the probability that the generated image is a real image.
The perceptual loss function is a weighted ...
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