May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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Working with labels
Train the discriminator to classify using the labels and the generator to synthesize conditioned on the labels.
There is a belief that training the discriminator to classify samples and then providing labels as input to the generator can, in turn, improve GAN training. When successful, this setup also allows us to provide a label to the generator to sample from a specific mode of the distribution.
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