Pose Estimation and Correcting Exercise Posture

Our posture shows an impact on health both mentally and physically. Various methods have been proposed in order to detect different postures of a human being. Posture analysis also plays essential role the field medicine such as finding out sleeping patient. Image processing based sensor approach are leading approaches. Sensor is used by numerous models focus detection which person needs wear some particular devices or sensors helpful cases fall detection. helps analyze standing sitting postures. Fitness exercises exceptionally beneficial individual health, but, they can be ineffectual quite possibly harmful if performed incorrectly. When someone does not use proper posture, exercise mistakes occur. This application utilizes pose estimation detects user’s provides detailed, customized recommendations how user improve their posture. A estimator called OpenPose this application. pre trained model composed multi-stage CNN then evaluates vector geometry through provide feedback. Pose method spatial locations key body joints calculated using image video person. computer vision technique images videos keypoints elbow knee output image.