Convert Handwritten Letters & Notes to Text

Upload a photo of a handwritten letter or note — the AI turns it into digital text in seconds.

Letters & notesAny handwriting100+ languagesFree to try

This demo uses Text Titan, our most powerful AI model. Create a free account to get 50 credits every month.

500 000+
Users worldwide
200+ Million
Pages processed
300+
Public AI Models
100+
Languages supported

How it works

AI reads your handwritten letters and notes

Transkribus uses neural networks trained on millions of handwritten words to convert your letters and notes into digital text. Upload a photo or scan, and the AI analyzes the handwriting line by line — recognizing connected strokes, faded ink, and personal writing styles that standard OCR cannot handle.
Works with cursive, block letters, and mixed handwriting
Handles faded ink, damaged paper, and low-contrast scans
Layout analysis detects lines, paragraphs, and marginalia automatically
Confidence scores let you assess accuracy for every line
Document
Addres to dear Isabella on the Authors
recovery
O Isa pain did visit me
I was at the last extremity
How often did I think of you
I wished your graceful form to view
To clasp you in my weak embrace
Indeed I thought Id run my race
Good Care Im sure was of me taken
But indeed I was much shaken
At last I daily strength did gain

AI models

300+ models for different handwriting styles

Every person writes differently — and so do our AI models. The Transkribus community has trained over 300 public models for specific scripts, languages, and document types. Use Text Titan I for general handwriting, or find a specialized model that matches your letters and notes exactly.
Text Titan I: general-purpose model for most handwriting styles
Specialized models for Kurrent, Sütterlin, copperplate, and more
Community-trained models shared freely across the platform
Train your own model on your specific handwriting in ~50 pages
AI models for handwritten letter recognition

Edit & enrich

Correct, annotate, and tag your transcriptions

After the AI transcribes your letters and notes, use the built-in editor to correct errors, add tags for people, places, and dates, and define custom properties. Structure your documents with layout tags for headings, paragraphs, and marginalia.
Built-in transcription editor for corrections
Tag people, places, dates, and custom entities
Define custom tags and properties for your project
Annotate document structure: headings, paragraphs, marginalia
Editing and tagging handwritten letters in Transkribus

Search & export

Search your letters and export in any format

Once transcribed, your handwritten letters and notes become fully searchable. Find names, dates, and keywords across entire collections. Export your transcriptions in the format you need — from simple text files to structured scholarly formats.
Full-text search across all your transcribed documents
Export as TXT, DOCX, PDF, TEI-XML, PAGE XML, or ALTO
Publish searchable digital editions with Transkribus Sites
Collaborate with teams and share collections
Searching and exporting handwritten letter transcriptions

Trusted by leading institutions worldwide

EUAT

Your documents, your data, your control.

Transkribus is built and hosted in Europe by a cooperative of 250+ institutions.

Full data ownership

Your documents and transcriptions belong to you. Delete anytime.

Hosted in Europe

All processing on our own servers in Austria. GDPR-compliant.

Built for the long term

A cooperative, not a startup. 250+ co-owners ensure continuity.

Ready to transcribe your letters and notes?

Create a free account to convert handwritten letters and notes to text, train custom models, and unlock the full platform.

50 free credits every month – No credit card required

200M+Pages processed
500K+Users worldwide
300+Public AI models