How does Lumyeye Pro detect document orientation on a photo?
The user photographs a social security letter in reading or summary mode. If Lumyeye Pro detects the document is upside down, it prefixes its first reading sentence with: "For your information, your document is upside down". If the document is right side up, no particular announcement: Lumyeye Pro proceeds directly to reading. If the app says nothing, the document is right way up.
The user can then physically flip the page before filing in a plastic pocket (social security, insurance, prescriptions, bills, administrative). Once the pocket is opened by a caregiver, a relative or a home helper, every page is already the right way up: no need to handle each document one by one.
Detection is 100% local on the iPhone via Apple Vision (text line direction recognition). No network call for this step. It requires at least two lines of legible printed text to work. It is reliable on printed administrative letters and typed prescriptions; less reliable on handwritten letters, very graphical packaging or curved surfaces (cans, medication boxes) — in those cases the app does not comment. Detection only works in document mode (reading or summary), not in wide-angle mode (scene description).
The photo itself is then sent to our cloud reading engine (Google Gemini) to produce the full reading or summary. No document is kept on Lumyeye servers, no automatic filing. Session memory is a the last 20 exchanges in memory (then forgotten). Available exclusively on iOS 17.6+, from $16.99/month.