January 2019
Intermediate to advanced
386 pages
11h 13m
English
book
Python Deep Learning - Second Edition
by Ivan Vasilev, Daniel Slater, Gianmario Spacagna, Peter Roelants, Valentino Zocca
Content preview from Python Deep Learning - Second Edition
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Training GANs
Our main goal is for the generator to produce realistic images and the GAN framework is a vehicle for that goal. We'll train the generator and the discriminator separately and sequentially (one after the other), and alternate between the two phases multiple times.
Before going into more detail, let's use the following figure to introduce some notations:
- We'll denote the generator with
, where 
are the network weights, and 
is the ...