International Journal of Research Publication and Reviews

A deep learning-based model utilizing YOLOv8 for real-time object detection in autonomous vehicles, aimed at accurately identifying and localizing objects such as pedestrians, vehicles, and traffic signs, offers substantial improvements in both accuracy and speed.