June 2020
Intermediate to advanced
150 pages
3h 43m
English
Content preview from Deep Learning for Computer Vision with SAS
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Chapter 5: Computer Vision Case Study
This chapter details a computer vision case study using the SAS programming language.
One of the world’s foremost medical research centers seeks to build a computer vision model to automatically extract and summarize an understanding of metabolic pathways from an image depicting the structure. That is, understanding the geometric sequence created by a series of chemical compounds and arrows. The images are parsed from research papers or journals.
This case study details a solution that involves creating a two-stage computer vision model. The first stage relies on an object localization (detection) model. An image classifier is used in the second stage to classify the orientation of an extracted arrow. ...
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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.