This project tackles Taiwan’s distinctive traffic environment—Traditional Chinese signage, unique local symbols, dense urban lane markings—by developing a lightweight YOLOv12s detection system. It ...

Traffic sign recognition (TSR) plays an important role in driving assistance system and traffic safety insurance. However, existing methods focus on extracting features of traffic signs and ignore the ...

American streets are incredibly dangerous for pedestrians. A San Carlos, California-based startup called Obvio thinks it can change that by installing cameras at stop signs -- a solution the ...

Traffic sign recognition is a crucial aspect of autonomous vehicle research, and deep learning techniques have significantly contributed to its progress. Nevertheless, the distribution of traffic sign ...

Aiming at the requirements of intelligent driving for traffic sign recognition, a light traffic sign recognition network based on neural network is proposed. By improving the spatial pool ...

This paper presents the implementation of an embedded automotive system that detects and recognizes traffic signs within a video stream. In addition, it discusses the recent advances in driver ...

In this project, a traffic sign recognition system, divided into two parts, is presented. The first part is based on classical image processing techniques, for traffic signs extraction out of a vid ...