Staged Partial Occlusion (10,000 photos)

Staged Partial Occlusion (10,000 photos)

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

Technical specs

Technical specs

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

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