VibeOut
Workouts that feel you. A real-time emotion-aware fitness platform that syncs your mind and body.
Created on 28th May 2025
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VibeOut
Workouts that feel you. A real-time emotion-aware fitness platform that syncs your mind and body.
The problem VibeOut solves
Traditional fitness platforms neglect emotional well-being, leading to burnout, inconsistency, and demotivation.
VibeOut integrates real-time emotion recognition and vitals tracking to adapt workouts based on how you feel — boosting retention, improving mental wellness, and preventing overexertion.
Use cases:
- Auto-adjust workout difficulty based on mood & energy
- Alert during heart stress in intense training
- Recommend calming sessions during low motivation or anxiety
- Personalized fitness for rehab & recovery scenarios
Challenges we ran into
- Real-time emotion recognition from voice + facial input was challenging due to ambient noise and inconsistent lighting during the demo. We used averaged inference and fallback to vitals when emotion models were uncertain.
- IoT data sync between ESP32 and mobile app had timing issues. We resolved this using local buffering and event-driven syncing logic.
- Integrating AI models into a lightweight frontend was tough. We optimized using pre-trained smaller models and focused only on key emotion states (happy, stressed, neutral) during the hackathon.
Technologies used
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