AccuBox
Intelligent boxing helmet with real-time punch detection and live AI sportscaster commentary.
Motivation
Combat sports generate some of the most expressive biomechanical events in athletics, yet the data layer around them is almost non-existent — fighters and coaches still rely on slow-motion replays and gut feel to judge what happened. AccuBox closes that gap by turning protective gear itself into an instrumented, broadcast-aware sensing system.
How it works
A dense array of impact-sensitive flexible sensors is integrated into the boxing helmet shell, detecting punch location, force, and accumulated head exposure in real time. The on-device pipeline classifies hit type and intensity, then feeds the event stream into a conversational voice agent that delivers live, sportscaster-style commentary — the helmet effectively narrates its own fight while logging objective impact metrics for safety analysis afterward.