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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Body Posture in Self Learning Activities : A Comprehensive Review & Analysis
Authors
Prof. Roshni Narkhede, Saurabh Sonalkar, Dhiraj Yadav
Keywords
Yoga Pose Recognition, Deep Learning Algorithms, Linear Regression, Real-time Video Analysis, Pose Detection System
Abstract
This study presents an innovative approach for accurately recognizing diverse Yoga poses using deep learning algorithms. Our proposed system introduces a method for Yoga pose assessment leveraging pose detection to facilitate self-learning of Yoga. Utilizing multi-parts detection solely with a PC camera, the system effectively identifies Yoga poses. Furthermore, we introduce an enhanced algorithm for scoring applicable to all poses. Evaluation of our application encompasses various Yoga poses across different scenarios, demonstrating its robustness. We propose a hybrid deep learning model incorporating linear regression for real-time Yoga recognition in videos. This model utilizes linear regression to extract features from key-points in each frame, obtained through Open-Pos.
IJCRT's Publication Details
Unique Identification Number - IJCRTAF02022
Paper ID - 261136
Page Number(s) - 110-113
Pubished in - Volume 12 | Issue 5 | May 2024
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Prof. Roshni Narkhede, Saurabh Sonalkar, Dhiraj Yadav, "Body Posture in Self Learning Activities : A Comprehensive Review & Analysis", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 5, pp.110-113, May 2024, Available at :http://www.ijcrt.org/papers/IJCRTAF02022.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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