December 2018
Intermediate to advanced
394 pages
10h 26m
English
Content preview from Keras 2.x Projects
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Implementing a CNN for object recognition
Object recognition is the ability to find a specific object in a sequence of images or videos. Human beings are able to recognize different objects in images with little effort, despite the fact that the image of objects may vary. Furthermore, objects can be recognized, even when they are partially out of view. This task is still a challenge for computer vision in general.
For each object in an image, there are many interesting characteristics. These can be extracted so as to provide a description of the object. This description can then be used to identify this object when trying to locate it in a test image containing multiple objects. It is important that the set of characteristics extracted from ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.