Driver monitoring video
In-cabin RGB and infrared footage of fatigue and distraction states.
Overview
Recorded with trained participants in a controlled cabin rig across day, night and tunnel lighting. Yawning, blink rate, head nod, phone use and eyes-off-road are annotated at frame level with a defined onset and offset, so temporal models have something consistent to learn.
Specification
- Resolution
- 1080p
- Frame rate
- 30 and 60 fps
- Angles
- Front, side, mirror
- Lighting
- Day, night, infrared
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
- Expert behavioural review
- Frame consistency check
- Onset agreement reported
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Defined behaviour classes and anomaly events with agreed onset and offset.
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.