Yoga is a centuries-old style of exercise followed by sports personnel, patients, and physiotherapist as their regime. A correct posture and technique are the key points in yoga to reap the maximum benefits. Hence, developing a model to classify yoga postures correctly is a recently emerging res...
The nature of yoga asana is such that it demands a person to put some effort to come into the pose and be consciously in it. This conscious effort is needed because it brings the maximum attention of the person to the one place (into the pose only) Instead of letting it wander freely....
Bi-lateral asanas were labelled asasana_leftandasana_rightasana References Andriluka Mykhaylo, Pishchulin Leonid, Gehler Peter, Schiele Bernt. 2d human pose estimation: New benchmark and state of the art analysis. In Proceedings of the IEEE Conference on computer Vision and Pattern Recognition. 201...
Each subset contains the same six postures (with Balasana, Dhanurasana, Marjaryasana, Sarvangasana, Ustrasana, and Utkatasana postures), which have been selected because they cover a wide range of physical positions, including sitting and standing. These poses vary in physical execution, exposing...
human posture classification;yoga pose;contrastive language-image pre-training;transfer learning;fine-tuning;machine learning;computer vision MSC: 68T45 1. Introduction The accurate classification of human postures is key for a wide range of applications in different fields, from ergonomics to physical ...