Building Computer Vision Applications Using Artificial Neural Networks: With Step-by-Step Examples in OpenCV and TensorFlow with Python

© Shamshad Ansari 2020

S. AnsariBuilding Computer Vision Applications Using Artificial Neural Networkshttps://doi.org/10.1007/978-1-4842-5887-3_7

7. Practical Example: Object Tracking in Videos

Shamshad Ansari¹ 

(1)

Centreville, VA, USA

 

The focus of this chapter is on two critical capabilities of computer vision: object detection and object tracking. In general and in the context of a set of images, object detection provides the ability to identify one or more objects in an image, and object tracking provides the ability to track a detected object across a set of images. In previous chapters, we explored the technical aspects of training deep learning models to detect objects. In this chapter, we will explore a simple example of putting that knowledge ...