Pilot detector must be evaluated first
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Auditable Temporal Safety Events
Track detections through time and derive explainable safety-event labels from calibrated geometry and deterministic rules.
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Download original images, saved COCO labels and labeled previews. Validation and test stay in their locked splits.
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Dependency gateQueued after the pilot detector
Waiting on Task 19This project starts only after Task 19 proves the first detector on held-out real footage.
Roadmap stages started
Rules and geometry handle normal inference
Auditable temporal safety-event classes
Roadmap
QueuedTemporal safety-event pipeline
- 1Multi-object tracking
Maintain identity across people, PPE, forklifts, and equipment.
Waiting on gate - 2Camera and ground-plane calibration
Estimate distances, trajectories, speed, and physical separation.
Not startedStart - 3Engine-neutral scene graph
Preserve tracked entities, relationships, geometry, and timestamps.
Not startedStart - 4Deterministic event labels
Derive near misses, unsafe proximity, restricted-zone entry, blocked aisles, and PPE events.
Not startedStart - 5Temporal model training
Train a separate event model without changing the detector milestone.
Not startedStart - 6Held-out real-video evaluation
Report event precision, recall, timing error, and identity continuity.
Not startedStart - 7Uncertainty escalation
Use a vision-language model only for novel or uncertain cases and sampled audits.
Not startedStart