Yoga Pose Estimation with Machine Learning

JZ Tan, CP Lee, KM Lim, JY Lim - 2023 11th International …, 2023 - ieeexplore.ieee.org
Yoga pose estimation involves the use of computer vision algorithms to automatically
identify and track yoga poses from images or videos. This study focuses on improving the …

Classification of Yoga Poses Using Integration of Deep Learning and Machine Learning Techniques

K Kundu, A Goswami - Proceedings of International Conference on Recent …, 2023 - Springer
Pose estimation is a classical problem in computer vision. With the recent change across the
globe, there is much focus on self-care with the help of yoga. To derive the desired benefits …

Multi-classification for yoga pose based on deep learning

X Wang - CIBDA 2022; 3rd International Conference on …, 2022 - ieeexplore.ieee.org
The pose estimation technique has been widely utilized in physical therapy and sports
areas, but this technique is barely used in the yoga domain. Yoga pose classification is …

Yoga Pose Recognition Using Deep Learning

P Kulkarni, S Gawai, S Bhabad, A Patil… - … on Emerging Smart …, 2024 - ieeexplore.ieee.org
Yoga pose detection holds significant importance in various aspects of the yoga practice
and its integration with technology. The importance of yoga lies in its ability to promote …

Advancements in Yoga Pose Estimation Using Artificial Intelligence: A Survey

V Chamola, EP Gummana, A Madan… - Current …, 2024 - ingentaconnect.com
Human pose estimation has been a prevalent field of computer vision and sensing study. In
recent years, it has made many advances that have helped humanity in the fields of sports …

Yoga Pose Estimation Using Angle-Based Feature Extraction

D Borthakur, A Paul, D Kapil, MJ Saikia - Healthcare, 2023 - mdpi.com
Objective: This research addresses the challenges of maintaining proper yoga postures, an
issue that has been exacerbated by the COVID-19 pandemic and the subsequent shift to …

Real-Time Yoga Pose Detection using Machine Learning Algorithm

J Sunney - 2022 - norma.ncirl.ie
Yoga is an ancient art that provides physical and mental fitness. Yoga incorporates self-
learning, but incorrect postures can cause serious muscle and ligament damage. During …

A survey on real time yoga pose detection using deep learning models

S Patel, A Lathigara - AIP Conference Proceedings, 2023 - pubs.aip.org
Yoga aims at development of all-round personality; it is synchronization of mind, body and
the spirit. Improper postures/in-correct way of doing Yoga can result in serious damage to …

Yoga pose classification using deep learning

S Kothari - 2020 - scholarworks.sjsu.edu
Human pose estimation is a deep-rooted problem in computer vision that has exposed many
challenges in the past. Analyzing human activities is beneficial in many fields like video …

Yoga Pose Estimation Using Rule-based Approach

G Danush, A Pradeeshwar… - 2023 World Conference …, 2023 - ieeexplore.ieee.org
Due to high computing requirements and a lack of available datasets, precise pose
detection in yoga is a challenging task. Since even small modifications can have negative …