YOLOv8-based visual perception method for guide robots
To assist visually impaired individuals, this paper proposes a lightweight YOLOv8-based method for real-time detection of traffic signals, crosswalks, and blind roads. A self-built campus road dataset of 951 images (eight categories) is constructed, annotated with Labelme, and split into training (761) and validation (...