AI-Driven Personalized Fitness Workout Assistance and Tracker Using YOLOv8 Algorithm

The Smart FitPal app aims to transform how people approach fitness by using artificial intelligence (AI) and advanced technology to offer personal workout guidance. The main goal of the app is to create a virtual assistant powered by the “You Only Look Once (YOLO) version 8” algorithm, a modern object detection technology that works in real time. This means the app can track your exercises, analyze your body posture, and provide real-time feedback on how to improve your form. This helps make workouts safer, reduces the chance of injury, and increases the effectiveness of each session by ensuring proper technique. Another key feature of the app is the inclusion of user-friendly tools like a calorie counter and a diary to track both exercises and food intake. These features allow users to easily monitor their daily calories, log their workouts, and keep track of their eating habits, helping them stay on course to achieve their fitness goals. By simplifying the process of tracking health data, the app makes it easier to maintain a healthy lifestyle. In addition, the app is built to meet International Organization for Standardization (ISO 25010:2022) quality standards, which ensures that the software is of high quality, secure, reliable, and easy to use. This means the app provides users with smooth experience while also protecting their personal data. With its advanced AI features, simple design, and strong security measures, Smart FitPal offers a complete fitness solution for users at all fitness levels. It supports users in staying healthy, tracking their progress, and reaching long-term fitness success in a structured and engaging way.

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Published
2024-12-17
DOI
https://doi.org/10.1109/icicyta64807.2024.10912875
Citations
1
Primary Topic
Advanced Technologies in Various Fields
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article
Field-Weighted Citation Impact
0.35
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article

AI-Driven Personalized Fitness Workout Assistance and Tracker Using YOLOv8 Algorithm

Criselle J. Centeno, Leonelo E. Bautista, Dan Michael A. Cortez, Marilou B. Mangrobang et al.
1 citations
Advanced Technologies in Various Fields
0.35
article

AI-Driven Personalized Fitness Workout Assistance and Tracker Using YOLOv8 Algorithm

Criselle J. Centeno, Leonelo E. Bautista, Dan Michael A. Cortez, Marilou B. Mangrobang, Chynna G. Mangalindan, Airis Jun Marie G. Masagca
article en
1 citations

Abstract

The Smart FitPal app aims to transform how people approach fitness by using artificial intelligence (AI) and advanced technology to offer personal workout guidance. The main goal of the app is to create a virtual assistant powered by the “You Only Look Once (YOLO) version 8” algorithm, a modern object detection technology that works in real time. This means the app can track your exercises, analyze your body posture, and provide real-time feedback on how to improve your form. This helps make workouts safer, reduces the chance of injury, and increases the effectiveness of each session by ensuring proper technique. Another key feature of the app is the inclusion of user-friendly tools like a calorie counter and a diary to track both exercises and food intake. These features allow users to easily monitor their daily calories, log their workouts, and keep track of their eating habits, helping them stay on course to achieve their fitness goals. By simplifying the process of tracking health data, the app makes it easier to maintain a healthy lifestyle. In addition, the app is built to meet International Organization for Standardization (ISO 25010:2022) quality standards, which ensures that the software is of high quality, secure, reliable, and easy to use. This means the app provides users with smooth experience while also protecting their personal data. With its advanced AI features, simple design, and strong security measures, Smart FitPal offers a complete fitness solution for users at all fitness levels. It supports users in staying healthy, tracking their progress, and reaching long-term fitness success in a structured and engaging way.

University of the City of Manila (PH)
Decent work and economic growth
Openalex Percentile: Top 29%
Advanced Technologies in Various Fields
0.35
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