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Title: :  REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET
PaperId: :  19377
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19377
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Jayasurya JBannari Amman Institute of Technology
Kanimolzhi SBannari Amman Institute of Technology
Manoj NBannari Amman Institute of Technology
Ramasami SBannari Amman Institute of Technology

Abstract

Computer Engineering
Tensor flow MoveNet, Neural network, Yoga pose, Classification, Computer vision, Web application.
Presenting a paper about real-time yoga pose classification using tensorflow movenet. The application utilizes a Tensor flow MoveNet to extract key points and a neural network to detect and classify different yoga poses. The Neural network is trained on a large dataset of yoga images, which are pre-processed to extract relevant features using deep learning techniques. The model which is embedded to a website, is designed to work with a webcam or a camera attached to a device and allows users to view themselves in real-time as they perform different yoga poses. The model then provides feedback on the correctness of their pose based on the classification results obtained from the neural network. The proposed web application can be useful for yoga practitioners who want to improve their pose accuracy, as well as for instructors who want to monitor their student’s progress remotely.

Citations

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IJARIIE Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. "REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 300-306
MLA Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. "REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 300-306.
APA Jayasurya J, Kanimolzhi S, Manoj N, & Ramasami S. (2023). REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 300-306.
Chicago Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. "REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 300-306.
Oxford Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. 'REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 300-306. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/REAL_TIME_DETECTION_AND_CLASSIFICATION_OF_YOGA_POSE_USING_TENSORFLOW_MOVENET_ijariie19377.pdf (Accessed : ).
Harvard Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. (2023) 'REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 300-306IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/REAL_TIME_DETECTION_AND_CLASSIFICATION_OF_YOGA_POSE_USING_TENSORFLOW_MOVENET_ijariie19377.pdf (Accessed : )
IEEE Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S, "REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 300-306, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/REAL_TIME_DETECTION_AND_CLASSIFICATION_OF_YOGA_POSE_USING_TENSORFLOW_MOVENET_ijariie19377.pdf [Accessed : ].
Turabian Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. "REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver Jayasurya J, Kanimolzhi S, Manoj N, and Ramasami S. REAL TIME DETECTION AND CLASSIFICATION OF YOGA POSE USING TENSORFLOW MOVENET. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 300-306. Available from: https://ijariie.com/AdminUploadPdf/REAL_TIME_DETECTION_AND_CLASSIFICATION_OF_YOGA_POSE_USING_TENSORFLOW_MOVENET_ijariie19377.pdf
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