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 …

Development of Independent Taekwondo Training Machine Learning with 3D Pose Model Mediapipe

BC Santoso, H Santoso… - Sinkron: jurnal dan …, 2023 - jurnal.polgan.ac.id
Taekwondo is a martial art that focuses on punching and kicking movements while
upholding the values of discipline, ethics, and good behavior. Discipline is built with routine …

3D Human Pose Estimation Using Blazepose and Direct Linear Transform (DLT) for Joint Angle Measurement

IM Hakim, H Zakaria, K Muslim… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Human pose estimation is a field of computer vision science that studies the determination of
joint points in the human body based on images or videos. One of the applications of human …

Human Motion Tracker using OpenCv and Mediapipe

Y Tomar, S Devi, H Kaur - 2023 3rd International Conference …, 2023 - ieeexplore.ieee.org
Nowadays, human motion exploration technology is implemented in various fields like
sports, work monitoring, recreational activities and many more. Human motion tracker using …

Automated Body Postures Assessment from Still Images Using Mediapipe

MH Aziz, HA Mahmood - Journal of Optimization and Decision …, 2023 - dergipark.org.tr
Human poses assessment was an exciting research trend in the last decades. It was used in
sports, health care, and many other fields, to help people get better performance. Machine …

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 …

Pose Detection Using OpenCV and Media Pipe

D Rai, A Kumar, A Baghel - 2024 International Conference …, 2024 - ieeexplore.ieee.org
Whether doing out at home or at a gym, users can follow the computer vision-based program
recommended in this study report. The software estimates user-body landmarks using …

Exercise Pose Recognition and Counting System using Robust Topological Landmarks

NL Mya, S Deepaisarn… - … Joint Symposium on …, 2023 - ieeexplore.ieee.org
The paper introduces the exercise recognition and counting system based on vision
systems. The current detectable exercises include barbell curls, push-ups, and lateral raises …

AI based gesture and speech recognition tool flow for educators

H Hübert, V Taliaronak, HS Yun - ICERI2022 Proceedings, 2022 - library.iated.org
In this paper, we present a tool flow which provides an opportunity for users to transfer their
gesture and speech to a robot. Based on our design requirements to protect user's privacy …

LLM Based Enhanced Form Checker for Weight Training Exercises

Y Pradhan, S Manivannan… - … in Engineering and …, 2024 - ieeexplore.ieee.org
Weight training as a fitness regimen has been trending among people across all age groups
and genders. It is an effective way to improve physical well-being. Despite the various health …