This project implements a real-time object detection and multi-object tracking pipeline using YOLOv8 for detection and SORT for tracking. The system detects and tracks players, referees, and the ball ...
This repository contains a highly configurable two-stage-tracker that adjusts to different deployment scenarios. The detections generated by YOLOv5, a family of object detection architectures and ...
Abstract: Multi-object tracking (MOT) plays a pivotal role in the field of autonomous driving, where the objective is to track multiple objects across consecutive video frames while maintaining their ...
Abstract: Simple Online and Realtime Tracking (SORT) is a pragmatic approach to multiple object tracking with a focus on simple, effective algorithms. In this paper, we integrate appearance ...
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