IMAGE
COMMERCIAL
RAW
Contributors photograph or scan pages of their own handwriting: lecture notes, problem sets with the work shown, derivations, diagrams and annotated sketches, in whatever language and script they study in, reviewed for legibility and task fit. Expect the variation of real notebooks, not a scanning booth, from a global base strongest in Southeast Asia, the United States and Europe, in Latin and non-Latin scripts. There are no transcriptions; the worked-solution pages are a rare record of how people lay out intermediate reasoning on paper. Nearly every public handwriting corpus of any size excludes commercial training (IAM, MathWriting, CROHME); this one does not.
Volume
750,000+
Pages
Contributors
15,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Images
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera or uploads
Use cases
Handwritten math recognition, handwriting OCR across scripts, visual reasoning over worked solutions
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
750,000+ pages (approx. 2.2 TB)
Regions
100+ countries
Purity level
98% passed QA review
Where this data comes from and how it’s licensed.
Every file comes straight from the contributor who provided it and is rights-cleared before it’s listed, so your license traces back to the source.
Contributor
Provides the data and uploads it straight to Kled.
Kled
Clears the rights before anything is listed.
Your team
Licenses it under the terms below.
License terms
Non-exclusive commercial training license.
Consent
Each contributor opted in to this use when they uploaded.
Specs reflect the current collection and may change as new data is added. Final terms are set in your license agreement.



