Radar and/or video data is used in combination with a machine learning model to detect an exercise pose or position that a user is attempting to achieve. Feedback is provided in visual or audio form indicating how the user should correct his or her position. When the user properly achieves a position, positive feedback is provided, such as a pleasing auditory sound or a visual indication that the user’s body is in the proper position.
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Kaufman, Daniel, "Real Time Exercise Feedback Based on Radar and Video Using Artificial Intelligence", Technical Disclosure Commons, (May 24, 2021)