Surveillance activity video
Defined behaviour classes and anomaly events with agreed onset and offset.
Overview
Staged and consented real footage covering loitering, unattended items, falls, forced entry and crowd surges. Every event has an agreed start and end, because temporal boundaries are where annotator agreement usually collapses.
Specification
- Resolution
- 1080p
- Event boundaries
- Agreed onset and offset
- Lighting
- Day, night, infrared
- Privacy
- Faces and plates redacted
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 | duration_s | fps | resolution | camera | scene | label_summary | annotator_id | qa_status | consent_ref |
|---|---|---|---|---|---|---|---|---|---|
| sample_0001.mp4 | 12.0 | 30 | 1920x1080 | front | indoor, daylight | 1 action | ann_0080 | accepted | consent_04100 |
| sample_0002.mp4 | 30.5 | 30 | 1920x1080 | cabin | vehicle, night | 2 events | ann_0084 | accepted | consent_04101 |
| sample_0003.mp4 | 8.2 | 60 | 1280x720 | side | indoor, low light | 1 action | ann_0088 | accepted | consent_04102 |
| sample_0004.mp4 | 45.0 | 25 | 3840x2160 | overhead | outdoor | 3 tracks | ann_0092 | accepted | consent_04103 |
| sample_0005.mp4 | 20.4 | 30 | 1920x1080 | front | indoor | 1 gesture | ann_0096 | accepted | consent_04104 |
Quality assurance
- Boundary agreement reported
- Class taxonomy audit
- Redaction verification
More in the catalogue
Full catalogue
Driver monitoring video
In-cabin RGB and infrared footage of fatigue and distraction states.
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Gesture and action video
Hand gestures and body actions recorded across body types and lighting.
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Person tracking video
Multi-camera footage with identity-consistent tracking through occlusion.
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.