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YogaSiddhi: AI-Powered Pose Analysis using MoveNet for Yoga Refinement

by Ashis Kumar Mishra, Debashis Sahoo, Ipsit Shubhankar, Isha Samal
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 186 - Number 8
Year of Publication: 2024
Authors: Ashis Kumar Mishra, Debashis Sahoo, Ipsit Shubhankar, Isha Samal
10.5120/ijca2024923427

Ashis Kumar Mishra, Debashis Sahoo, Ipsit Shubhankar, Isha Samal . YogaSiddhi: AI-Powered Pose Analysis using MoveNet for Yoga Refinement. International Journal of Computer Applications. 186, 8 ( Feb 2024), 33-39. DOI=10.5120/ijca2024923427

@article{ 10.5120/ijca2024923427,
author = { Ashis Kumar Mishra, Debashis Sahoo, Ipsit Shubhankar, Isha Samal },
title = { YogaSiddhi: AI-Powered Pose Analysis using MoveNet for Yoga Refinement },
journal = { International Journal of Computer Applications },
issue_date = { Feb 2024 },
volume = { 186 },
number = { 8 },
month = { Feb },
year = { 2024 },
issn = { 0975-8887 },
pages = { 33-39 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume186/number8/yogasiddhi-ai-powered-pose-analysis-using-movenet-for-yoga-refinement/ },
doi = { 10.5120/ijca2024923427 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-29T03:28:31.585896+05:30
%A Ashis Kumar Mishra
%A Debashis Sahoo
%A Ipsit Shubhankar
%A Isha Samal
%T YogaSiddhi: AI-Powered Pose Analysis using MoveNet for Yoga Refinement
%J International Journal of Computer Applications
%@ 0975-8887
%V 186
%N 8
%P 33-39
%D 2024
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This study dives into the world of AI (Artificial Intelligence) and its expansion in the sphere of technology, attempting to eliminate manual labor and provide comfort in achieving multiple goals easily. It, in particular, explores the implications of AI in the field of yoga and exercise, and studies the various ways to help people who struggle with doing yoga. The research aims to achieve a real-life yoga trainer experience through AI. Addressing the challenges in currently available AI yoga trainers, the study analyses various available yoga training models and simultaneously looks for an effective way to train the AI model to become a yoga trainer. With a glance into the future implications of the AI yoga trainer, the seminar concludes with the multiple ways to make the trainer as similar to a real-life yoga instructor as possible.

References
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  2. Balakrishnan, S., Shriya, S., Srajana, Vaishnavi N., & Dr. Kavitha C. (Year). "The AI Yoga Trainer Using Artificial Intelligence and Machine Learning." International Journal of Computer Research and Technology (IJCRT).
  3. S. Sankara Narayanan, D. K. Misra, K. Arora, H. Rai. "Yoga Pose Detection Using Deep Learning Techniques." In Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2021.
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  6. M. U. Islam, H. Mahmud, F. B. Ashraf, I. Hossain and M. K. Hasan, "Yoga posture recognition by detecting human joint points in real time using microsoft kinect," 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC), Dhaka, Bangladesh, 2017, pp. 668-673, doi: 10.1109/R10-HTC.2017.8289047.
  7. B. Jo, S. Kim. "Comparative Analysis of OpenPose, PoseNet, and MoveNet Models for Pose Estimation in Mobile Devices." Technology and Science, Volume 39, Issue 1, Pages 119-124.
Index Terms

Computer Science
Information Sciences

Keywords

AI yoga trainer MoveNet Pose Estimation using MoveNet yoga app TensorFlow deep learning using Python