Reading stress from posture and gesture in real time
Project
ZenSpace
Year
2025
ZenSpace watches for the physical tells of stress — clenched hands, hunched shoulders, face-touching, restlessness — and maps each detected gesture to a specific calming intervention: a breathing exercise, a posture nudge, a prompt to step away.
The design problem was restraint. A wellbeing tool that interrupts constantly is worse than no tool, so the mapping between gesture and response is deliberately conservative, and the interface stays quiet until a pattern actually persists.
Scope of Work
OpenCV
MediaPipe
Computer Vision
Python
React