説明
<jats:title>Abstract</jats:title> <jats:p>Recently the number of people exercising at home has increased especially due to the COVID19 pandemic. Therefore, the need for no contact exercise instructions is in great demand since physical access to the gym is limited or discouraged. To meet this demand, many online exercise instruction videos are available. However, the systems are both passive and have no real time feedback to aid the user. In this work,we propose an AI based fitness monitoring system (AI Fitness Coach) that can offer real time guidance during exercise. The AI Fitness Coach, consists of a pose recognition unit, a fitness movement analysis unit, and a feedback unit. The user captures their pose by a fixed camera. The pose recognition unit processes the captured image and outputs the recognition result to the fitness movement analysis unit. After the results are processed by the fitness movement analysis unit, advice is output from the device through video or voice. On comparison to existing methods, the proposed method results are at par and encouraging.</jats:p>
収録刊行物
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- International Journal of Human Movement and Sports Sciences
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International Journal of Human Movement and Sports Sciences 11 850-857, 2022-09-29
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