AI trainer: Autoencoder based approach for squat analysis and correction

M Chariar, S Rao, A Irani, S Suresh, CS Asha - IEEE Access, 2023 - ieeexplore.ieee.org
Artificial intelligence and computer vision have widespread applications in workout analysis.
It has been extensively used in sports and the athlete industry to identify errors and improve …

Fitness Freaks: A System for Detecting Definite Body Posture Using OpenPose Estimation

H Pardeshi, A Ghaiwat, A Thongire, K Gawande… - Futuristic Trends in …, 2022 - Springer
Nowadays, because of busy schedules, people have no time to go to the gym, and even if
they manage to find a gym nearby having a gym trainer besides all the time to correct …

Correction and Estimation of Workout Postures with Pose Estimation using AI

T Hande, B Kakirwar, AV Bharadwaja… - … on Intelligent and …, 2023 - ieeexplore.ieee.org
Strength workouts are effective and popular ways to achieve health benefits, but they can
cause injury for newcomers if performed incorrectly without prior knowledge. The purpose of …

BeFit—a real-time workout analyzer

R Joseph, M Ayyappan, T Shetty, G Gaonkar… - … Analysis and Deep …, 2022 - Springer
Maintaining one's physical fitness is of utmost importance. Exercising regularly is very
important as it helps improve the quality of life. However, incorrect posture during exercises …

A study on physiotherapy exercise corrector

G Bhatambarekar, SA Bhinge, K Bhale… - … on Smart Generation …, 2022 - ieeexplore.ieee.org
An estimated 200 million individuals work in the $90 billion fitness and healthcare sector. It
is crucial to carry out the exercises with proper form and vigor. Everyone is now more than …

Real-Time Virtual Fitness Tracker and Exercise Posture Correction.

PP Ghadekar, P Akolkar, S Bijawe… - … Journal of Next …, 2021 - search.ebscohost.com
The steady improvement of new advances has introduced a brilliant platter for inactive living.
In the current scenario of the pandemic, people hesitate to visit a gym or find it difficult to …

A detective and corrective exercise assistant using computer vision and machine learning

L Grewe, DNT Pham, DP Jain… - … Fusion, and Target …, 2022 - spiedigitallibrary.org
Recently, Exercise Analysis has gained strong interest in the sport industry including
athletes and coaches to understand and improve performance, as well as preventing …

Weight Training Pose Estimations

SK Singh, WR Thakur, A Raghuvanshi… - … on Computing for …, 2023 - ieeexplore.ieee.org
The concept of correct posture and 'form'has always been integral to weight training,
especially when dealing with relatively heavier weights. The concept of pose estimation for …

Multifunctional pose estimator workout guider

D Burad, B Gurav, S Desai, S Banerjee… - … and Security Volume …, 2023 - taylorfrancis.com
In today's fast paced world it is difficult to find time to visit a gym and also tough for the gym
trainer to give personalized attention to all. Time, location and expenses are major …