December 2018
Intermediate to advanced
764 pages
18h 18m
English
book
Python: Advanced Guide to Artificial Intelligence
by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Content preview from Python: Advanced Guide to Artificial Intelligence
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DeepLab
DeepLab proposed by Chen et al. (https://arxiv.org/pdf/1606.00915.pdf) performs convolutions on multiple scales and uses the features from various scales to obtain a score map. The score map is then interpolated and passed through a conditional random field (CRF) for final segmentation. This scale processing of images can be either performed by processing images of various sizes with its own CNN or parallel convolutions with varying level of dilated convolutions.
Reproduced with permission from Chen et al.
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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.
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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.