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Voice Based Yoga Pose Detection System
Voice Based Yoga Pose Detection System
Adsul Vaishnavi1, Karnwar Rutuja2 , Shinde Sandhya3 , Prof. Kokare S.A.4
Department of Computer Engineering Sharadchandra Pawar Collage of Engineering and Technology,
Someshwarnagar,India
Email address : 1 vaishnaviadsul2003@gmail.com, 2 rutujakarnwar2003@gmail.com, 3 sandhyashinde8547@gmail.com,
4supriyapadalkar871@gmail.com
Abstract— A system for accurately recognizing and assessing Yoga poses using deep learning. The system helps people learn Yoga by evaluating their poses through a regular PC camera. It first detects the Yoga pose using a method that looks at key body parts. An improved algorithm is also introduced to calculate scores for each pose, which works for all types of poses. The system was tested with different Yoga poses in various environments to check its reliability. Additionally, a hybrid machine learning model is used, where logistic regression helps identify Yoga poses in real-time videos by analyzing key points from each frame detected by OpenPose, a pose detection tool.
Keywords— Logistic Regression, Machine Learning, Yoga Pose detection etc.
