January 2019
Intermediate to advanced
316 pages
8h 16m
English
Content preview from Generative Adversarial Networks Projects
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The generator network
The Stage-I generator network is a deep convolutional neural network with several upsampling layers.The generator network is a CGAN, which is conditioned on 
and the random variable 
. The generator network takes the Gaussian conditioning variable and random noise variable z and generates an image of dimensions 64x64x3. The generated low-resolution image might have primitive shapes and basic colors but it will have various ...
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