PERSONALIZED VIRTUAL FITNESS TRAINER

The global obesity pandemic is significantly worsened by widespread physical inactivity, underscoring the critical role of fitness in promoting a healthy lifestyle.Alarmingly, a vast majority of fitness enthusiasts, approximately 90%, exhibit improper exercise techniques, putting themselves at risk of serious injuries and long-term health complications.Addressing this issue, our project introduces an AI Virtual Trainer, leveraging advanced pose estimation technologies such as Mediapipe and Blazepose.This innovative tool meticulously analyzes users' posture during exercises and provides real-time guidance, including counts and repetitions tailored to each exercise type.Moreover, incorporating voice guidance further enhances user experience, facilitating seamless execution of workouts.By offering a cost-effective and accessible alternative to traditional physical trainers, particularly valuable during challenging circumstances like the COVID-19 pandemic, our AI Virtual Trainer aims to empower individuals to achieve optimal fitness safely and effectively.

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2024-08-12
DOI
https://doi.org/10.56726/irjmets51981
Citations
1
Primary Topic
Human Pose and Action Recognition
Type
article
Field-Weighted Citation Impact
0.25
Controls
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article

PERSONALIZED VIRTUAL FITNESS TRAINER

1 citations
International Research Journal of Modernization in Engineering Technology and Science
Human Pose and Action Recognition
0.25
article

PERSONALIZED VIRTUAL FITNESS TRAINER

article en
1 citations

Abstract

The global obesity pandemic is significantly worsened by widespread physical inactivity, underscoring the critical role of fitness in promoting a healthy lifestyle.Alarmingly, a vast majority of fitness enthusiasts, approximately 90%, exhibit improper exercise techniques, putting themselves at risk of serious injuries and long-term health complications.Addressing this issue, our project introduces an AI Virtual Trainer, leveraging advanced pose estimation technologies such as Mediapipe and Blazepose.This innovative tool meticulously analyzes users' posture during exercises and provides real-time guidance, including counts and repetitions tailored to each exercise type.Moreover, incorporating voice guidance further enhances user experience, facilitating seamless execution of workouts.By offering a cost-effective and accessible alternative to traditional physical trainers, particularly valuable during challenging circumstances like the COVID-19 pandemic, our AI Virtual Trainer aims to empower individuals to achieve optimal fitness safely and effectively.

International Research Journal of Modernization in Engineering Technology and Science
Good health and well-being
Openalex Percentile: Top 49%
Human Pose and Action Recognition
0.25
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