Manual calibration. Each camera's four surveyed point pairs map world road coordinates (X, Y in metres) to image pixels (u, v). Drag a point on the photo (or edit it in the table) — the homography, top-down, and the live test lobe update as you go. Save persists to calibration.json and re-places the scene lobes; Reset restores the default.