December 2017
Intermediate to advanced
536 pages
14h 23m
English
Content preview from TensorFlow 1.x Deep Learning Cookbook
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Getting ready
We are going to implement the algorithm described in the paper, A Neural Algorithm of Artistic Style (https://arxiv.org/abs/1508.06576) by Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge. So, it would be good to read the paper first (https://arxiv.org/abs/1508.06576). This recipe will reuse a pretrained model VGG19 available online (http://www.vlfeat.org/matconvnet/models/beta16/imagenet-vgg-verydeep-19.mat), which should be downloaded locally. Our style image will be a famous painting of Van Gogh available online (https://commons.wikimedia.org/wiki/File:VanGogh-starry_night.jpg), and our content image is a picture of Marilyn Monroe downloaded from Wikipedia (https://commons.wikimedia.org/wiki/File:Marilyn_Monroe_in_1952.jpg ...
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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.
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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.