V, Shankara and Ahmed, Syed and M, Sneha and J, Guruprakash (2024) Object Detection and Tracking for Football Data Analytics. In: Proceedings of the 1st International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security, IACIDS 2023, 23-25 November 2023, Lavasa, Pune, India.
![[thumbnail of 60403.pdf]](http://eprints.eai.eu/style/images/fileicons/application_pdf.png "60403.pdf")
PDF
60403.pdf
Download (455kB)
Abstract
This paper presents a method of quantifying ball possession and its usage in foot- ball sports data analytics by using object detection and object tracking. After comparing the performance of YOLOv5 and YOLOv8 which are two state-of-the-art object detection models, the latter was chosen to be used a
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 17:19 |
| Last Modified: | 17 Apr 2026 00:10 |
| URI: | http://eprints.eai.eu/id/eprint/47829 |
Actions (login required)
- View Item