
No photos have been loaded yet. Load a photo from the canonical reference below to begin specifying its size.
Photos are placed at their measured millimetre size. Auto Layout never rescales a card to make it fit — if the sheet is short, the bench says by how much.
The size bench has not handed over a prepared photo yet. Nothing is placed and no Auto Layout run has happened on this sheet.
USABLE AREA 190 x 277 MM
Read from the shared project collection — used to check that a personal photo is matched to the right true size. Editing stays on the Document Types page.
The catalogue as stored, in millimetres. These are the true sizes the personal photo set is prepared alongside — no value here is scaled to fit a sheet.
Extensible catalogue
Sheet formats
The personal photo subsystem is a separate component from the document system — its queue, its recognition and its measurements are handled independently.
Personal photos are arranged and printed at true physical size, using the same pixel-to-DPI-to-millimetre rules as document types.
The original image is kept intact; cropping, enhancement and face detection are performed on a processed copy.

Recognition runs locally. Images never leave this machine.
Every document passes through the same measured sequence, from the scanner or phone image to the printed sheet or exported file.
DOCUMENT TYPES · TRUE MEASUREMENTS
Every recognised type carries a stored physical size in the measurements database. Recognition proposes the type; the measurement database fixes the millimetres, and the layout never scales a document to fit the sheet.
Recognition reads several signals — shape, aspect ratio, edges, image properties, OCR when it is needed, and a local CV model. All of it runs locally and offline. New document types can be added without rebuilding the program.
The program is offline-first. Recognition, measurement and layout happen locally, and the sheet never rescales a document to make it fit.
Document and boundary detection, perspective correction, cropping, measurement determination, image processing, Auto Layout and print preparation all run on this machine.
Recognition and core processing run locally without an internet connection, so the bench works in an office with no network.
Document images are never sent to external servers; nothing leaves the workstation.
Any AI or computer-vision model used is a local model. No cloud dependency is a condition for the program to work.
Documents are never shrunk or enlarged to fit the sheet; Auto Layout may never silently scale a document.
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