Edge-computing wearable system that combines high-powered mobile processors with unique semantically segmented sidewalk data to deliver low-latency Bluetooth audio scene descriptions for blind and visually impaired users. Fabric-cooled carry bag sustains the compute unit for 8+ hours, enabling instant environmental feedback to augment mobility and independence.