Intelligent Traffic Surveillance System: Vehicle Detection, Tracking, Speed Measurement, Collision Warning, and Restricted Lane Violation Detection Using YOLO and DeepSORT
The system integrates multiple traffic analysis capabilities into a single pipeline using object detection and multi‑object tracking. It supports YOLO variants from v5 to v11 in combination with DeepSORT to track vehicles, count them by direction, estimate instantaneous speed, detect potential collisions, and identify illegal entries into dedic ...
Posted on Tue, 13 Oct 2026 16:24:04 +0000 by en