March 2020
Intermediate to advanced
366 pages
9h 8m
English
book
OpenCV 4 with Python Blueprints - Second Edition
by Dr. Menua Gevorgyan, Michael Beyeler (USD), Arsen Mamikonyan, Michael Beyeler
Content preview from OpenCV 4 with Python Blueprints - Second Edition
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Understanding CNNs
In Chapter 1, Fun with Filters, you learned about filters and convolution. In particular, you learned how filters can be used to create a pencil sketch image. In the pencil sketch, you could see the points in the image that had a sharp change in value, that is, they were darker than those that had a smooth change.
From that point of view, the filters that we applied can be thought of as filters for edge detection. In other words, the filters act as a feature detector, where the feature is an edge. Alternatively, you could compose a different filter that is activated on the corners or that is activated when there is no change in the color value.
The filters that we have used act on a single-channel image and have two dimensions; ...
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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.