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Title: :  Yoga Trainer with AI
PaperId: :  20201
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20201
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shivani BalakrishnanDayananda Sagar Academy Of Technology And Management
Shriya SDayananda Sagar Academy Of Technology And Management
SrajanaDayananda Sagar Academy Of Technology And Management
Vaishnavi NDayananda Sagar Academy Of Technology And Management
Dr. Kavitha CDayananda Sagar Academy Of Technology And Management

Abstract

Computer Science And Engineering
Human pose estimation, Media pipes, Activity recognition, real-time pose detection, Yoga.
Yoga is beneficial for everyone of any age's physical and mental well-being. To avoid damaging the bones, muscles, and ligaments, it is extremely important to execute yoga poses correctly when practicing alone. As a result, providing feedback to the performance without a live instructor is possible by using artificial intelligence and machine learning in conjunction with picture processing. In addition to correcting users who perform the yoga posture improperly, the suggested system is designed to advise users on how to do it correctly on real-time and there is also a pose classification feature that can classify the yoga poses based on the images of the final yoga pose which is provided by the user. The feedback, which comes in text and audio formats, can assist the practitioner avoid injuries while also maximizing the advantages of doing the yoga posture. Various images from the internet were used to create the data set of various yoga poses. The data points are extracted from each webcam image with the aid of OpenCV and media pipelines. This is now fed into a deep learning model that employs convolutional neural networks (CNN), which finds pose errors and calculates the error percentage before providing the user with the necessary feedback in the form of text or audio desired output with a classification accuracy of roughly 95%.

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IJARIIE Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. "Yoga Trainer with AI" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 1062-1068
MLA Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. "Yoga Trainer with AI." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 1062-1068.
APA Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, & Dr. Kavitha C. (2023). Yoga Trainer with AI. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 1062-1068.
Chicago Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. "Yoga Trainer with AI." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 1062-1068.
Oxford Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. 'Yoga Trainer with AI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 1062-1068. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Yoga_Trainer_with_AI_ijariie20201.pdf (Accessed : ).
Harvard Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. (2023) 'Yoga Trainer with AI', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 1062-1068IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Yoga_Trainer_with_AI_ijariie20201.pdf (Accessed : )
IEEE Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C, "Yoga Trainer with AI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 1062-1068, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Yoga_Trainer_with_AI_ijariie20201.pdf [Accessed : ].
Turabian Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. "Yoga Trainer with AI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Shivani Balakrishnan, Shriya S, Srajana, Vaishnavi N, and Dr. Kavitha C. Yoga Trainer with AI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 1062-1068. Available from: https://ijariie.com/AdminUploadPdf/Yoga_Trainer_with_AI_ijariie20201.pdf
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