October 2018
Intermediate to advanced
472 pages
10h 57m
English
Content preview from Python Deep Learning Projects
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Chapter 10 – Building Facial Recognition Using OpenFace
In Chapter 9, Object Detection Using OpenCV and TensorFlow, we demonstrated mastery in the skills needed to build a deep learning object detection and classification model. Building on that, we set our objective at a refinement of that classification operation: is the object identical to another? In our case, we were looking to build a facial recognition system of the kind that we see in spy movies, and now in high tech security systems. Facial recognition is a combination of two major operations: face detection, followed by face classification.
Using OpenFace in this project, we built a model that looked at a picture and identified all the possible faces in it, then performed face ...
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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.