May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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Progressive Growing of GANs
Progressive Growing of GANs offers a methodology that circumvents many of the problems related to GANs. It was the first publication to produce CelebA images using a resolution of 1024 by 1024; this was a task that was very challenging at the time the paper was published:
Samples generated with Progressive Growing of GANs. Source: Progressive Growing of GANs for Improved Quality, Stability and Variation. https://arxiv.org/pdf/1710.10196.pdf
As the name suggests, the methodology used in Progressive Growing of GANs consists of gradually increasing the resolution of the inputs, in this case, images, which are being ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.