Traffic sign recognition is crucial for enhancing the safety and efficiency of intelligent transportation systems (ITS). This paper proposes a hybrid structure named DK-former, a lightweight and ...

Traffic sign recognition can provide road information assessment and real-time safety early warning for safe driving of vehicles. The YOLOv4 model was adopted for traffic sign detection and ...