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Title: :  Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV
PaperId: :  18471
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 5 2022
DUI:    16.0415/IJARIIE-18471
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Karthiga MBannari Amman Institute of Technology
Tharani GBannari Amman Institute of Technology
Gopika Sri RBannari Amman Institute of Technology
Hemapriya RBannari Amman Institute of Technology

Abstract

Computer Engineering
Pose Estimation Model, Deep Learning, Mediapipe, OpenCV, Python
Everyone benefits from exercise and physical activity. Staying active can benefit you in a variety of ways, regardless of your health or physical abilities. In reality, research shows that “taking it easy” is dangerous. Exercises are often practiced in training centers, through personal tutors, and may also be learned on one’s own with the help of the recorded clips, etc. In fast-paced lifestyles, many people prefer self-learning because the above-mentioned resources might not be available all the time. But in self-learning, one may not find an incorrect pose. One's health might suffer from improper posture, which can cause both short-term acute discomfort and long-term chronic problems. We investigated many applications that can be implemented using data provided by a pre-trained posture estimation model called MediaPipe. Applications include motion capture, gait analysis, sign language detection etc. Building a gym posture monitoring system, which analyses and tracks user motions and postures for faults, is the major goal of this project. The user is then notified of his/her error in the posture through a display screen or a wireless speaker. The inaccurate body pose of the user can be pointed out in real-time so that the user can rectify his/her mistakes.

Citations

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IJARIIE Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. "Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 5 2022 Page 2053-2057
MLA Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. "Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV." International Journal Of Advance Research And Innovative Ideas In Education 8.5(2022) : 2053-2057.
APA Karthiga M, Tharani G, Gopika Sri R, & Hemapriya R. (2022). Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV. International Journal Of Advance Research And Innovative Ideas In Education, 8(5), 2053-2057.
Chicago Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. "Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 5 (2022) : 2053-2057.
Oxford Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. 'Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 5, 2022, p. 2053-2057. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Gym_Posture_Recognition_and_Feedback_Generation_Using_Mediapipe_and_OpenCV_ijariie18471.pdf (Accessed : 04 November 2022).
Harvard Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. (2022) 'Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV', International Journal Of Advance Research And Innovative Ideas In Education, 8(5), pp. 2053-2057IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Gym_Posture_Recognition_and_Feedback_Generation_Using_Mediapipe_and_OpenCV_ijariie18471.pdf (Accessed : 04 November 2022)
IEEE Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R, "Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 5, pp. 2053-2057, Sep-Oct 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Gym_Posture_Recognition_and_Feedback_Generation_Using_Mediapipe_and_OpenCV_ijariie18471.pdf [Accessed : 04 November 2022].
Turabian Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. "Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 5 (04 November 2022).
Vancouver Karthiga M, Tharani G, Gopika Sri R, and Hemapriya R. Gym Posture Recognition and Feedback Generation Using Mediapipe and OpenCV. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 04 November 2022]; 8(5) : 2053-2057. Available from: https://ijariie.com/AdminUploadPdf/Gym_Posture_Recognition_and_Feedback_Generation_Using_Mediapipe_and_OpenCV_ijariie18471.pdf
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