StackGAN was proposed by Han Zhang, Tao Xu, and Hongsheng Li, et al in their paper, StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks.
The embedding vector, 
, of the description sentence is processed by the Conditioning Augmentation step to create a conditional vector, 
. In Conditioning Augmentation, a pair of mean, 
, and standard deviation, , vectors ...
Get Hands-On Generative Adversarial Networks with PyTorch 1.x now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
Get Mark Richards’s Software Architecture Patterns ebook to better understand how to design components—and how they should interact.
Dive in for free with a 10-day trial of the O’Reilly learning platform—then explore all the other resources our members count on to build skills and solve problems every day.
Start your free trial Become a member now