WorkoutBuddy: AI-Based Virtual Fitness Coach for Home Workouts

We introduce WorkoutBuddy, a mobile-based virtual fitness coach that supports home workouts through AI-powered exercise tracking and real-time feedback. Our system leverages the ubiquity of smartphones to make guided exercise accessible to everyone, including users with limited mobility, older adults, or those unable to visit gyms. Using only a phone's built-in camera, the app detects user movements in real time, providing feedback on repetitions and exercise. No extra hardware or setup is required, drastically lowering cost and effort barriers. The UX is intentionally simple, including tap-to-start, pose detection via on-device models, and multimodal feedback. This demonstration highlights how inclusive design and mobile AI can expand access to digital fitness experiences.

Publication Details

Journal
Gesellschaft für Informatik (GI)
Published
2025-01-01
DOI
https://doi.org/10.18420/muc2025-mci-demo-331
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

WorkoutBuddy: AI-Based Virtual Fitness Coach for Home Workouts

Gesellschaft für Informatik (GI)
Geochemistry and Geologic Mapping
article

WorkoutBuddy: AI-Based Virtual Fitness Coach for Home Workouts

article en

Abstract

We introduce WorkoutBuddy, a mobile-based virtual fitness coach that supports home workouts through AI-powered exercise tracking and real-time feedback. Our system leverages the ubiquity of smartphones to make guided exercise accessible to everyone, including users with limited mobility, older adults, or those unable to visit gyms. Using only a phone's built-in camera, the app detects user movements in real time, providing feedback on repetitions and exercise. No extra hardware or setup is required, drastically lowering cost and effort barriers. The UX is intentionally simple, including tap-to-start, pose detection via on-device models, and multimodal feedback. This demonstration highlights how inclusive design and mobile AI can expand access to digital fitness experiences.

Gesellschaft für Informatik (GI)
Openalex Percentile: Top 69%
Geochemistry and Geologic Mapping
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WorkoutBuddy: AI-Based Virtual Fitness Coach for Home Workouts · Gesellschaft für Informatik (GI) (2025) | TGRS Research Map | TGRS