
Every step of document preparation runs locally on this machine. Enter the workflow at the point you need; nothing here is sent off the device.
Pick a TWAIN/WIA scanner, set DPI, colour mode and sheet size, or bring in photos from the computer.
Edge and corner detection, background removal, deskew and perspective transform on the captured image.
Identify the document type from shape, aspect ratio, edges and local models, and handle low-confidence results.
Assign the true physical size and read the pixel, DPI and millimetre relationship for each document.
Select the A4, A5 or custom sheet, run Auto Layout at true size and adjust placement by hand.
Correct and enhance the document image with crop, rotate and cleanup tools before it is placed.
Review pre-print findings on resolution, true size and placement before the sheet is committed.
Review the sheet at dimension-accurate scale with visible margins, spacing and remaining space.
Configure the printer, copies, paper, orientation, colour and duplex, then print the prepared sheet.
Write the sheet to PDF, JPG or PNG while preserving the true document dimensions.
Save, open and resume a prepared set of documents across sessions on this machine.
Prepare personal photographs, including ID photo sizes, in the separate photo subsystem.
No projects saved yet — nothing has been laid out or printed from this bench.
Auto Layout arranges documents on an A4 sheet without ever shrinking them. The millimetre ruler along the sheet edge is the visible proof.
Every placed document keeps its true millimetre size — the ruler is the proof that nothing was resized.
Measurement database
4 types defined
Recognition assigns true size from these measurements — Auto Layout may never silently shrink a document.
Open document type workspace
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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