Facial expression images
Consented facial capture across regions, ages and lighting, labelled by expression.
Overview
Faces captured under explicit biometric consent across six regional groups, with age bands from 18 to 70+, in controlled and uncontrolled lighting. Occlusion by glasses, masks, beards and headwear is represented deliberately rather than filtered out.
Specification
- Format
- JPG
- Consent
- Explicit biometric consent
Sample
Illustrative sample. It shows the structure, fields and metadata of this dataset with invented values, not real recordings or records. A real sample pack is sent on request.
| file | width | height | device | lighting | label_type | label_summary | annotator_id | qa_status | consent_ref |
|---|---|---|---|---|---|---|---|---|---|
| sample_0001.jpg | 1920 | 1080 | Android mid-range phone | daylight | attributes | 3 items | ann_0040 | accepted | consent_03100 |
| sample_0002.jpg | 3024 | 4032 | Android budget phone | indoor | attributes | 5 items | ann_0043 | accepted | consent_03101 |
| sample_0003.jpg | 1080 | 1920 | iPhone | low light | attributes | 2 items | ann_0046 | accepted after review | consent_03102 |
| sample_0004.jpg | 4032 | 3024 | Android mid-range phone | daylight | attributes | 7 items | ann_0049 | accepted | consent_03103 |
| sample_0005.jpg | 2560 | 1440 | Laptop microphone | indoor | attributes | 4 items | ann_0052 | accepted | consent_03104 |
Quality assurance
- Consent audit per subject
- Landmark accuracy check
- Demographic balance report
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Learn moreWant a real sample before you commit?
The sample above shows the structure. We also send a representative slice that includes the hard cases, plus the QA report and licence terms. No call required.