IMAGE
COMMERCIAL
LABELED
Place one object so it partly hides another, photograph the scene with both visible, record what is hidden and roughly how much is covered. Fully visible or fully hidden targets and missing percentages are rejected, ten per contributor at most, from a global base strongest in Southeast Asia, the United States and Europe. The percentage is a human estimate, not a pixel measurement. Objects and backgrounds are whatever was on hand, so textures, shadows and contact between occluder and target are physically correct, unlike pasted cut-outs. Natural photos do not say what is behind the chair and synthetic occluders do not look real; this set serves amodal completion, occlusion-robust detection and spatial reasoning in VLMs.
Volume
10,000+
Photos
Contributors
2,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Images
Annotated
Labeled (hidden object, percent covered)
Exclusivity
Non-exclusive rights
Capture tool
Phone camera (in app)
Use cases
Amodal completion and occlusion-robust detection, spatial reasoning evaluation for VLMs, object permanence
Format
JPG / PNG / HEIC
Resolution
Native phone camera resolution (JPG, PNG, HEIC)
Total volume
10,000+ photos (approx. 30 GB)
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.



