Automated identification of Shankha Prakshalana yoga poses with machine learning techniques

Abstract This research presents an innovative model for automatically detecting yoga poses, specifically focusing on the yogic kriya known as “Shankha Prakshalana.” The proposed system utilizes advanced computer vision techniques to extract pose features from yoga videos for classification purposes....

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Autori principali:	Abhishek Sharma, Vaidehi Sharma, Premansh Sharma, Rishikesh Ladha, Yogesh Lamba, Sulabh Bansal
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Nature Portfolio 2025-12-01
Serie:	Scientific Reports
Soggetti:	Yoga pose recognition Shankha Prakshalana Machine learning Random Forest Pose detection Yoga practice
Accesso online:	https://doi.org/10.1038/s41598-025-29984-2
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