UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 6
June-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2106072


Registration ID:
309959

Page Number

a549-a551

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Title

YOGA POSE DETECTION.

Abstract

An approach to precisely determine various Yoga pose Assessment using deep learning algorithms has been demonstrated in this work. In this system, we propose a yoga pose assessment system using pose detection to help the self-training of yoga. The system first identifies the yoga pose by detecting multiple parts of humans, such as joints only with the help of pc camera. In this system, we also propose an improved algorithm to calculate scores that can be applied to all poses. Our application is analyzed on different Yoga poses under different scenarios, and its robustness is also. An in-depth hybrid learning model is suggested for the use of the convolutional neural network (CNN) and long short-term memory (LSTM) for identification of yoga in real-time videos where the CNN layer is used to extract features from key points for each found frame from an open pose and made by LSTM to give a temporary forecast.

Key Words

Yoga pose detection, Self-learning, CNN algorithm, LSTM, Deep learning.

Cite This Article

"YOGA POSE DETECTION.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 6, page no.a549-a551, June-2021, Available :http://www.jetir.org/papers/JETIR2106072.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"YOGA POSE DETECTION.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 6, page no. ppa549-a551, June-2021, Available at : http://www.jetir.org/papers/JETIR2106072.pdf

Publication Details

Published Paper ID: JETIR2106072
Registration ID: 309959
Published In: Volume 8 | Issue 6 | Year June-2021
DOI (Digital Object Identifier):
Page No: a549-a551
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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