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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM26536

Yoga Pose Estimation Using YOLO Model

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM26536

Volume:

7 |

11 |

Nov 2023

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
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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

MRL

Mr. Rohit Londhe

MYW

Mr. Yash Wanve

MUH

Mr. Uday Harle

MAL

Mr. Atharva Lohe

PPSP

Prof. P. S. Patil

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Abstract

Yoga, an historic exercise for every person and intellectual nicely-being, has gained large recognition in todays world . Monitoring yoga postures is essential for ensuring proper form, but yoga without an yoga professional is not good for person. In this research, we go deeply into the area of video processing ,image processing and deep learning, providing a new approach to yoga pose estimation. Leveraging the modern day YOLO (You Only Look Once) pose version, we suggest an revolutionary answer for real-time yoga pose detection in both images and video. The YOLO structure is customized and adaptative to recognizing and detecting yoga postures, maximizing accuracy and performance. YOLO is a popular deep learning algorithm used for object detection and classification in images and videos. It’s known for its speed and efficiency. We inspect the result with in the parameter and also use customize data. We specially design this model for yoga Beginner and Intermediate those who cannot afford personal trainer or not able to mange time. Additionally, we renowned the limitations encountered in the course of our studies, also covering the way for future investigations.

KEYWORDS

Pose Estimation YOLO KeyPoints Detection Virtual yoga ML models

Cite This Article

Mr. Rohit Londhe, Mr. Yash Wanve, Mr. Uday Harle, Mr. Atharva Lohe, Prof. P. S. Patil, "Yoga Pose Estimation Using YOLO Model," International Journal of Scientific Research in Engineering and Management, vol. 7, no. 11, Nov 2023. https://doi.org/10.55041/IJSREM26536

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Publication Date

6/10/2023

Peer Review Type

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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