This invention presents a dynamic human-factor measurement system designed for monitoring posture, movement learning, and national fitness training during exercise. The system captures image and sensor data in real time to assist users in self-learning, adjustment, and performance correction. By integrating intelligent algorithms and image processing, it overcomes the limitations of visual or contact-based measurements, enabling rapid acquisition of physiological, motion, and posture parameters