Introducing a drowsiness detection system: 2D CNN analyzes facial patterns, outperforming existing tech. Implemented with OpenCV, excels in emotion and tiredness recognition. Viola-Jones face-eye detection triggers drowsiness alarms. Validated with 7000 eye images, envisions real-time integration into vehicle dashboards for road safety.