Yoga meets intelligent internet of things: recent challenges and future directions
The physical and mental health of people can be enhanced through yoga, an excellent form
of exercise. As part of the breathing procedure, yoga involves stretching the body organs …
of exercise. As part of the breathing procedure, yoga involves stretching the body organs …
AI-facilitated reflective practice in physical education: An auto-assessment and feedback approach
To improve students' sports skills performance, it is important to engage them in reflective
practice. However, in physical classes, a teacher generally needs to face a number of …
practice. However, in physical classes, a teacher generally needs to face a number of …
Novel deep learning models for yoga pose estimator
AS Talaat - SN Applied Sciences, 2023 - Springer
Yoga pose recognition and correction are artificial intelligent techniques to provide
standardized and appropriate yoga poses. Incorrect yoga poses can cause serious injuries …
standardized and appropriate yoga poses. Incorrect yoga poses can cause serious injuries …
Analyzing yoga pose recognition: A comparison of MediaPipe and YOLO keypoint detection with ensemble techniques
D Debalaxmi, DK Vishwakarma… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
The practice of yoga encompasses mental, physical, and spiritual dimensions, aiming for
holistic wellbeing. Accurate alignment in yoga enhances the effectiveness of each pose by …
holistic wellbeing. Accurate alignment in yoga enhances the effectiveness of each pose by …
Exploring the Use of Contrastive Language-Image Pre-Training for Human Posture Classification: Insights from Yoga Pose Analysis
Accurate human posture classification in images and videos is crucial for automated
applications across various fields, including work safety, physical rehabilitation, sports …
applications across various fields, including work safety, physical rehabilitation, sports …
DeepPose: An Integrated Deep Learning Model for Posture Detection Using Image and Skeletal Data
Identifying human actions and postures presents significant challenges for computerized
systems. The categorization of these tasks holds particular relevance in the fields of health …
systems. The categorization of these tasks holds particular relevance in the fields of health …
Exploration of deep learning architectures for real-time yoga pose recognition
Yoga has become an essential part of modern life, and hence, there has been a tremendous
demand for self-training yoga platforms for trainer-less yoga practice. Robust and efficient …
demand for self-training yoga platforms for trainer-less yoga practice. Robust and efficient …
A Deep Learning Perspective on Gym Leg Builder Workouts: Using CNN-RF for Better Classification
S Mehta, S Choudhary - 2024 2nd World Conference on …, 2024 - ieeexplore.ieee.org
The research concentrates on five main types of exercise regimens, pertinently utilizing up-
to-date machine learning methods to enhance activity determination accuracy and facility in …
to-date machine learning methods to enhance activity determination accuracy and facility in …
YogaPoseVision: MobileNetV3-Powered CNN for Yoga Pose Identification
Yoga is a popular type of meditation and exercise that has several health advantages.
Recent developments in deep learning and computer vision have made it possible to …
Recent developments in deep learning and computer vision have made it possible to …
Classification of Surya Namaskar Yoga Asanas: A Sequential Combination of Predominant Poses for Physical and Mental Health
V Bhandage, S Prabhu, BS Hadimani… - IEEE …, 2024 - ieeexplore.ieee.org
Surya namaskar is one of the predominant forms of yoga which consists of a predefined
sequence of poses to be practiced. By doing Surya namaskar, a performer gets benefited …
sequence of poses to be practiced. By doing Surya namaskar, a performer gets benefited …