① F1-Score
| Certification Criteria | Formula | Details |
|---|---|---|
| 90 points or above |
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② IoU
| Category | Certification Criteria | Notes |
|---|---|---|
| Detection Area Accuracy (Intersection over Union) |
0.5 or higher (More than 50%) |
Measures the accuracy of object coordinates (bounding box) within the event's starting frame. |
| Frame Detection Rate | More than 30% | Calculates the proportion of frames detected correctly, excluding undetected frames, from the event's start to end frames |
| Category | Field | Items | Notes |
|---|---|---|---|
| F1-Score Method |
General Category |
Loitering, Intrusion, Abandonment, Collapsing, Fighting, Arson, Marketing Falling |
|
| Safety Category |
Stalking Prevention, Unmanned Store Safety, Unmanned Security Robot, Search for Elderly with Dementia, Nursing Home Safety, Urban Railway Safety, School Safety |
|
|
| IoU Method |
General Category |
Search for Missing Person, Detection of Drowning Person |
|
| Safety Category |
Drone-based Fire Detection |
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