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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM39193

Real-Time Exercise Analysis and Corrective Feedback System

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM39193

Volume:

8 |

11 |

Nov 2024

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

PSJ

Prof. Samadhan Jadhav

NG

Neeraj Ghatage

AJ

Atharva Joshi

AJ

Atharva Jadhav

DK

Dhanashree Kamble

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Abstract

Fitness activities offer numerous health benefits, but improper execution can lead to inefficiency and potential harm. When performing exercises incorrectly, individuals often fail to maintain the correct form or posture. In this research, a program has been developed to assess and provide feedback on the user’s workout posture. Utilizing a camera, this system offers real-time interaction by detecting joints and evaluating workout accuracy through vector angles. The implementation leverages MediaPipe, a cross- platform ML framework compatible with Windows and Linux computers equipped with a webcam.

KEYWORDS

Real-Time Exercise Analysis Corrective Feedback System Pose Estimation Exercise Posture Correction Joint Angle Calculation MediaPipe Framework Machine Learning

Cite This Article

Prof. Samadhan Jadhav, Neeraj Ghatage, Atharva Joshi, Atharva Jadhav, Dhanashree Kamble, "Real-Time Exercise Analysis and Corrective Feedback System," International Journal of Scientific Research in Engineering and Management, vol. 8, no. 11, Nov 2024.

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Publication Date

5/15/2025

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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