HP2: Using Machine Learning Model to Play Serious Game with IMU Smart Suit

Office workers usually have problems of back and neck pain because of their bad posture which they always keep. In order to solve the problems, we design a smart suit, Heath Posture Protector (HP2), and 4 serious games for rehabilitation. Besides, we use machine learning to train the motion model and apply the model in playing the serious games. We expect the user who wears the smart suit HP2 can easily play the serious games, and furthermore, they can stretch the muscles of upper body by the guidance in games to reduce or even prevent the problems of upper-body pains.