The methodology leverages YOLO v8 for its exceptional speed and accuracy in object detection, coupled with a comprehensive dataset of traffic signs for training and validation. Unique aspects of our ...

Abstract Traffic light violations are a significant cause of traffic accidents, and developing reliable and efficient traffic light detection systems is crucial for autonomous vehicle safety. This ...

Abstract: The transportation sector has undergone a transformation thanks to the convergence of visual computing and optical character recognition, also known as OCR, technologies, which have provided ...