Knowledge-Driven Multi-Scale Vehicle Detection Framework for Intelligent Transportation Systems
A knowledge-driven multiscale vehicle detection framework for intelligent transportation systems, built on the YOLO version 8 nano model, that outperformed the lightweight YOLO baseline models and confirmed its effectiveness under occlusion and adverse-weather conditions while maintaining real-time efficiency.