May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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GauGAN
From the creators of Pix2PixHD and Vid2VidHD, GauGAN is named after the painter Paul Gauguin. GauGAN can be referred to as a smart paintbrush that is able to transform doodles into photorealistic landscapes. Let's take a look at GauGAN in action:
The GauGAN interface
The GauGAN interface allows the user to select a type of texture or object, and then draw it by simply defining (in the left panel) the region over which the real texture or object should be rendered (in the right panel).
GauGAN was developed by Taesung Park et al. and has been published in the paper Semantic Image Synthesis with Spatially-Adaptive Normalization. The main ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.