US Passport Photo Maker

On a 51 mm tall canvas, a compliant head fills 49–69% of the height. The eye line must sit 29–35 mm from the bottom — the crop is tuned to that band, not just centered.

Sofia is renewing her passport and needs a compliant 2 × 2 in photo from a casual head-and-shoulders selfie taken against her bedroom wall.

1. Upload & detect:She uploads a 3000×4000 JPEG. A MediaPipe face pass locates her face landmarks — chin, crown, and both eye centers — so the crop math has real geometry to work with rather than guessing.
2. Auto-crop:The auto-crop scales and centers the face so her head height (chin → crown) lands at 30 mm on the 51 mm canvas — squarely in the 25–35 mm band — and drops the eye line to ~31 mm from the bottom edge, inside the 1⅛–1⅜ in window.
3. Background:The local BiRefNet-lite model (RMBG-1.4 as fallback) removes the wall, and the pipeline composites a plain white backdrop, exporting at 300 DPI to a 600 × 600 px minimum so the file passes the digital-submission resolution rule.
4. Export:The compliance panel confirms head size, eye position, and resolution all pass. She downloads the single 51 × 51 mm photo plus the 4 × 6 in sheet, which lays out four copies with cut guides for a one-stop photo-lab print.