August 2018
Intermediate to advanced
272 pages
7h 2m
English
book
Hands-On Convolutional Neural Networks with TensorFlow
by Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo
Content preview from Hands-On Convolutional Neural Networks with TensorFlow
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ImageNet
The ImageNet dataset was created in 2010 as a collaborative effort of Alex Berg (Columbia University), Jia Deng (Princeton University), and Fei-Fei Li (Stanford University) to run as a tester competition on large-scale visual recognition, in conjunction with the PASCAL Visual Object Classes Challenge, 2010. The dataset is a collection of images that represent the contents of WordNet. WordNet is a lexical database for the English language. It groups English words into sets of synonyms called synsets in a hierarchical structure. The following screenshot shows the WordNet structure of nouns. The number in the brackets is the number of synsets in the subtree.
The evolution of image classification algorithms, which almost solved the ...
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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.