AppMunchies.

Turn any street camera into a live vehicle counter #vibecoding #traffic #ai

by EstebanFuhrmann

No sensors, no GPU, no cloud: an ordinary street camera and a 20 MB model on a plain CPU. Every car, bus and truck that crosses the line is tracked and counted live, on-device, and no license plates are read. 34 vehicles in 48 seconds (30 cars, 3 buses, 1 truck), zero double counts, checked by hand. What would you count with it?