Intelligent character recognition: read handwritten forms

How to read a handwritten form with ICR

1. Photograph or scan the form. Flat and upright, with the whole form in the frame. A PDF from a scanner works too, up to 5 MB.
2. Upload it. The tool reads the printed labels and the handwritten entries on the page.
3. Download the Word file. Each label sits next to its handwritten answer, and boxes and grids come back as Word tables.

ICR vs OCR

ABBYY, which sells both, puts the difference this way. OCR is primarily designed to recognize printed or typed text, and ICR specializes in processing handwritten characters[1]. ICR uses neural networks that keep learning, and ABBYY names forms, checks and historical archives as the documents where it is most valuable[1].

OCR

Printed and typed text: letters, invoices, book pages, typed forms[1]

ICR

Handwritten characters, usually in the fields and boxes of a form[1]

HTR

Whole lines and pages of handwriting, such as notes, letters and diaries

In practice a filled-in form needs both, because the questions are printed and the answers are handwritten. LoreAI reads both on the same page and returns them in reading order, so you never run two tools.

Which handwritten forms work?

• Application and registration forms filled in with a pen.
• Intake, inspection and delivery forms with handwritten answers in boxes.
• Surveys and questionnaires with written comments.
• Timesheets, logs and inventory lists written into a printed grid.
• Old record cards and registers with handwritten entries in the Latin alphabet.

Block capitals in boxes, everyday handwriting and joined up cursive are all read. Names, dates, numbers and reference codes stay exactly as written.

Why a Word file helps with forms

Most ICR software is built for companies that process thousands of the same form and send each field to a database. When you have a handful of forms to retype, a report to write or a record to file, a document is what you need. LoreAI rebuilds the form in Word, with the grid as a table and the handwritten answers in their cells, ready to edit, copy into a spreadsheet or send.

Handwritten forms in another language

A registration form from Germany, a Spanish medical history filled in by a doctor's office or an Italian school record often needs to be read in English. Upload the scan to the LoreAI app and choose OCR + Translate. It reads the handwriting, detects the language by itself and translates the whole form into one of 105 languages, with the layout kept as a Word table. Your first document is free, up to 3 pages and 3 MB.

LoreAI is not a certified translation service. When an office asks for a certified translation of a form, the certified translation guide explains who can provide one.

Questions people ask