A View Independent Classification Framework for Yoga Postures

• Published in: SN computer science Vol. 3; no. 6; p. 476
• Main Authors: Chasmai, Mustafa, Das, Nirjhar, Bhardwaj, Aman, Garg, Rahul
• Format: Journal Article
• Language: English
• Published: Singapore Springer Nature Singapore 01.11.2022; Springer Nature B.V
• Subjects: Cameras; Classification; Classifiers; Computer Imaging; Computer Science; Computer Systems Organization and Communication Networks; Data Structures and Information Theory; Datasets; Information Systems and Communication Service; Learning; Original Research; Pattern Recognition and Graphics; Performance evaluation; Pose estimation; Software Engineering/Programming and Operating Systems; Vision; Yoga; Pose estimation; Transfer learning; Yogasana; Machine learning

Yoga is a globally acclaimed and widely recommended practice for a healthy living. Maintaining correct posture while performing a Yogasana is of utmost importance. In this work, we employ transfer learning from human pose estimation models for extracting 136 key-points spread all over the body to tr...