In this section, we will refresh our knowledge about object detection and create a sample project, which will show how object detection can be presented as object tracking. This is a relatively simple topic but, in some cases, it can outperform other methods. Remember that object detection deals with detecting instances of objects, while tracking deals with locating moving objects over time. If you have only one unique object and you assume it will still be unique on the next frames, then you can calculate its location over time. In that case, we do not need to worry about tracking techniques because the tracking can be done using object detection. Here, we will focus mostly on the tracking.js library (http://trackingjs.com) since it provides the easiest way to do that.
- Tech Categories
- Best Sellers
- New Releases
- Books
- Videos
- Audiobooks
Tech Categories Popular Audiobooks
- Articles
- Newsletters
- Free Learning
You're reading from Computer Vision for the Web
Foat Akhmadeev has 5 years of experience in software development and research. He completed his master's degree in the year 2014 from the Kazan Federal University, Russia. He has worked on different projects, including development of high-loaded websites written in Java and real-time object detection for mobile phones. He has an extensive background in the field of Computer Vision. He has also written a scientific paper on 3D reconstruction from a single image. For more information, you can visit his website at http://foat.me.
Read more about Foat Akhmadeev
Unlock this book and the full library FREE for 7 days
Author (1)
Foat Akhmadeev has 5 years of experience in software development and research. He completed his master's degree in the year 2014 from the Kazan Federal University, Russia. He has worked on different projects, including development of high-loaded websites written in Java and real-time object detection for mobile phones. He has an extensive background in the field of Computer Vision. He has also written a scientific paper on 3D reconstruction from a single image. For more information, you can visit his website at http://foat.me.
Read more about Foat Akhmadeev