The Fatigue Driving Warning Device uses intelligent facial recognition to track and identify the driver's head movements, with AI smart learning to recognize and adapt to different drivers. It features a high-definition camera to capture the driver's eye, face, and head movements in real-time, and issues timely alerts for scenarios such as blinking, yawning, head lowering, phone use, smoking, and side glancing.