Developed a comprehensive object detection and tracking project using YOLOv8 and the SORT algorithm for real-time tracking. Implemented both procedural and OOP approaches for maintainable code.

research has been conducted on athlete target tracking technology based on deep correlation metric tracking algorithm. Firstly, a suitable dataset is selected and the video data is preprocessed with ...

The YOLOv8-SORT-Human-Tracking repository demonstrates human tracking using YOLOv8 and the SORT algorithm, showcasing results of using YOLOv8 alone versus the combined method.

Abstract: This paper explores a pragmatic approach to multiple object tracking where the main focus is to associate objects efficiently for online and realtime applications ... as the Kalman Filter ...