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The Computer Vision Workshop

You're reading from   The Computer Vision Workshop Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800201774
Length 568 pages
Edition 1st Edition
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Authors (3):
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Nikhil Singh Nikhil Singh
Author Profile Icon Nikhil Singh
Nikhil Singh
Hafsa Asad Hafsa Asad
Author Profile Icon Hafsa Asad
Hafsa Asad
Vishwesh Ravi Shrimali Vishwesh Ravi Shrimali
Author Profile Icon Vishwesh Ravi Shrimali
Vishwesh Ravi Shrimali
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Toc

7. Object Detection and Face Recognition

Overview

The objective of this chapter is to explain the concepts of object detection and facial recognition techniques and implement these techniques on input images or videos. The first part of this chapter addresses facial recognition techniques based on Eigenfaces, Fisherfaces, and Local Binary Pattern (LBP) methods. The second part focuses on object detection techniques, and it begins with a widely practiced method called MobileNet Single Shot Detector (SSD) and subsequently addresses the LBP and Haar Cascade algorithms. By the end of this chapter, you will be able to determine and implement the most suitable algorithms for object detection and facial recognition to solve practical problems.

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