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 …

Empirical Analysis of Machine Learning Algorithms for Predicting Thyroidism

NH Dholakia, T Kshatriya, V Ladva… - … on Advancements in Smart …, 2023 - Springer
This paper focuses on early-stage prediction of Thyroidism, particularly among young
women, due to sedentary and stressful modern lifestyles. Various machine learning …

Comparison of CNN-based methods for yoga pose classification

VA Aydın - Turkish Journal of Engineering, 2024 - dergipark.org.tr
Yoga is an exercise developed in ancient India. People perform yoga in order to have
mental, physical, and spiritual benefits. While yoga helps build strength in the mind and …

An Efficient Crop Yield Prediction System Using Machine Learning

D Swain, S Lakum, S Patel, P Patro - … Endorsed Transactions on …, 2024 - publications.eai.eu
Farming is considered the biggest factor in strengthening the economy of any country. It also
has significant effects on GDP growth. However, due to a lack of information and …

Yoga Pose Detection and Correction Using Computer Vision

A Ramalingam, A Ashok… - … on Recent Trends in …, 2023 - ieeexplore.ieee.org
Yoga pose detection and correction aims to provide the user with conventional yoga poses,
allowing the user to correct their poses with the help of real-time feedback. Yoga can cause …

A Study of Landmark-Augmented and Landmark-Free Approaches: Yoga Pose Recognition

J Marasani, DR Yerramreddy, AS Karthik… - 2024 IEEE 9th …, 2024 - ieeexplore.ieee.org
In the realm of yoga pose recognition, this project delves into a comprehensive investigation
of two distinct methodologies, namely landmark-augmented and landmark-free approaches …

Yoga Pose Classification and Correction using PoseNet

A Potdar, J Bhanushali, S Singh… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Yoga is practiced by people throughout. Many people are participating on their own, either
by coaching one another or watching TV or videos. Beginners may find it difficult to …

PhysioNet: Vision based Human Exercise Action Recognition leveraging Transfer Learning

RR Subramanian, SPPK Gatikoppu… - 2024 Third …, 2024 - ieeexplore.ieee.org
Technology-driven solutions are increasingly important tools for those who want to maintain
an active lifestyle in a time when personal health and fitness are given more attention than …

Personal Exercise Trainer Using Computer Vision

A Ashok, A Ramalingam… - … on Emerging Trends …, 2024 - ieeexplore.ieee.org
The Personal Trainer online application tracks users progress and offers realtime feedback
to encourage users in their daily workout routines. To identify and analyze human body …

Zen Mentor: A Yoga Monitoring and Correction Application

MG Narang, H Deepika, HN Sharul… - … for Innovation in …, 2024 - ieeexplore.ieee.org
Recognizing the paramount importance of accurate yoga practice to mitigate potential
injuries, recent technological strides have ushered in a new era of accessible online yoga …