hardwareml / ai

signbridge

feb 2026

a wearable that translates sign language in real time.

drop a signbridge shot

highlights

mediapipe extracts egocentric 3d hand landmarks for real-time translation - aimed at the 70% communication gap for the deaf community.
temporal gesture pipeline in tensorflow, moving from static letters to dynamic word-level gestures.
a proprietary egocentric dataset plus a 'logic toggle' engine that separates fingerspelling from full words.