July 2020
Intermediate to advanced
568 pages
9h 51m
English
book
The Computer Vision Workshop
by Hafsa Asad, Vishwesh Ravi Shrimali, Nikhil Singh, Richmond Alake, Tim Hoolihan, Harshil Jain, Geetank Raipuria, Shovon Sengupta, Sanchit Singh
Content preview from The Computer Vision Workshop
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6. Object Tracking
Overview
This chapter aims to show you how to track an object of your choice in an input video stream using various object trackers shipped along with the OpenCV library. We will start by understanding the basic idea behind object tracking and its applications in real life. Then, we will move on and look at the various filters present in OpenCV, understanding their algorithms, as well as their advantages and disadvantages. Finally, we will also have a look at another popular library – Dlib – and learn about the object trackers provided by it.
By the end of this chapter, you will be able to create your own tracking application where you will use cascade classifiers to track a human throughout a video using trackers such ...
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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.