IMAGE
VIDEO
COMMERCIAL
RAW
Handwriting datasets show the finished page; this one shows the page being written: pen on paper, keyboard on screen, the pauses, corrections and re-reads of keeping up with a lecture. Contributors film their note-taking, phone on the notebook or screen, during lectures and study sessions, in the classrooms and libraries of a global base strongest in Southeast Asia, the United States and Europe, so scripts, languages and materials follow several education systems. No transcriptions or stroke labels; stills may include the finished pages. For handwriting researchers it is the temporal layer static page sets lack; for education and activity-recognition teams, a large consented record of how people study, almost never filmed with permission.
Volume
150,000+
Clips and stills
Contributors
10,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Images + video
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera (in app)
Use cases
Temporal handwriting and typing modeling, study-behavior and activity recognition, education research video
Format
JPG / PNG / HEIC, MP4 / MOV
Resolution
Native phone resolution for stills; video 720p to 4K as recorded
Total volume
150,000+ clips and stills (approx. 9 TB)
Regions
100+ countries
Purity level
99%+ 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.



