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Neural Network Programming with TensorFlow
book

Neural Network Programming with TensorFlow

by Manpreet Singh Ghotra, Rajdeep Dua
November 2017
Intermediate to advanced
274 pages
6h 16m
English
Packt Publishing
Content preview from Neural Network Programming with TensorFlow

Vanilla GAN

Vanilla GANs has two networks called generator network and a discriminator network. Both the networks are trained at the same time and compete or battle against each other in a minimax play. Generator network is trained or prepared such that it can fool the discriminator network by creating the real images as per the input, and the discriminator is trained not to be fooled by the generator network.

For further reading on Vanilla GAN refer to https://arxiv.org/abs/1406.2661.
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Publisher Resources

ISBN: 9781788390392