Put any bank card flat on the surface you want to measure — a dishwasher door, a cabinet opening. One photo, and the card's exact 85.6 mm size turns pixels into millimetres.
These frames are staged for the phase-2 GPU reconstruction (VGGT / MapAnything). The card in the set gives the metric scale; the backend returns depth.