October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Face-Swapping with Your Friends Using OpenCV
Computer vision has come a long way. We can now recognize objects in order to generate a face-swapped video. This can be done by replacing one person's face with another person's face on a frame-by-frame basis. This process makes it difficult to detect whether a video is morphed or real.
In this chapter, we will look into building an application where an image of a face is placed on top of another image. We will also discuss the C++ toolkit containing machine learning (ML) algorithms called dlib and the Open Source Computer Vision Library (OpenCV).
OpenCV is a library that has C++, Python, and Java interfaces and supports Windows, Linux, macOS, iOS, and Android. OpenCV was designed for computational ...
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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.
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.