Operator dashboard
The sample clips, pooled
What a control-room view over this camera would show. These figures come from the 4 hackathon sample clips — this is not a live feed and not city data.
Demo data The sample files behind this dashboard are synthetic placeholders. Counts and distributions are computed correctly from them, but they describe generated data, not measured model output.
18
Events detected
1
Collisions
3
Near misses
6
Rule violations
4
Started under alarm
Risk already ≥ 0.50
00:14
Total alarm time
of 05:22
Events by class
Pooled across clips. Bars are coloured by severity, and every bar carries its count.
The distribution is exactly as unbalanced as the road is: ordinary violations dominate and collisions are rare. Any per-class average has to be read with that in mind, because one missed collision moves a mean far more than one missed violation.
When events occur
Event starts grouped into 15-second buckets of elapsed clip time.
Events by lane
Only events that scene geometry could attribute to a lane appear here.
Risk distribution
How every sampled frame's risk score is distributed, pooled across clips.
4% of sampled frames sit at or above the alarm threshold. A control room can only act on alarms if that number stays small — the distribution, not the peak, is what decides whether an operator keeps the alarm switched on.
Event log
Every detected event across the sample clips. Open a row to see it in context.
| Event | Clip | At | Length | Lane | Risk | |
|---|---|---|---|---|---|---|
| Illegal turnHigh | Arterial approach, dusk | 01:35.0 | 4.3 sec | B2 | 6% | OpenIllegal turn in Arterial approach, dusk at 01:35.0 |
| CongestionModerate | Four-way intersection, midday | 01:19.6 | 11 sec | A1 | 25% | OpenCongestion in Four-way intersection, midday at 01:19.6 |
| Near missHigh | Arterial approach, dusk | 01:17.4 | 5.2 sec | B1 | 64%alarm | OpenNear miss in Arterial approach, dusk at 01:17.4 |
| CollisionCritical | Four-way intersection, midday | 01:13.4 | 6.2 sec | A1 | 91%alarm | OpenCollision in Four-way intersection, midday at 01:13.4 |
| Solid-line crossingHigh | Four-way intersection, midday | 01:04.3 | 3.8 sec | A2 | 2% | OpenSolid-line crossing in Four-way intersection, midday at 01:04.3 |
| Stop-line violationHigh | Arterial approach, dusk | 01:01.2 | 3.6 sec | A1 | 2% | OpenStop-line violation in Arterial approach, dusk at 01:01.2 |
| Near missHigh | Four-way intersection, midday | 00:52.8 | 5.1 sec | A1 | 62%alarm | OpenNear miss in Four-way intersection, midday at 00:52.8 |
| Obstacle on roadModerate | Night crossing | 00:50.8 | 4.6 sec | A1 | 4% | OpenObstacle on road in Night crossing at 00:50.8 |
| Near missHigh | Arterial approach, dusk | 00:48.5 | 4.6 sec | A2 | 66%alarm | OpenNear miss in Arterial approach, dusk at 00:48.5 |
| Not yielding to pedestrianHigh | Four-way intersection, midday | 00:44.1 | 2.9 sec | B1 | 4% | OpenNot yielding to pedestrian in Four-way intersection, midday at 00:44.1 |
| Stopped vehicleModerate | Night crossing | 00:33.0 | 12 sec | A2 | 3% | OpenStopped vehicle in Night crossing at 00:33.0 |
| Wrong-way drivingHigh | Four-way intersection, midday | 00:31.5 | 8.3 sec | A2 | 4% | OpenWrong-way driving in Four-way intersection, midday at 00:31.5 |
| Illegal U-turnHigh | Arterial approach, dusk | 00:29.8 | 4.4 sec | A1 | 3% | OpenIllegal U-turn in Arterial approach, dusk at 00:29.8 |
| Red-light runningHigh | Four-way intersection, midday | 00:20.2 | 3.2 sec | A1 | 4% | OpenRed-light running in Four-way intersection, midday at 00:20.2 |
| Not yielding to pedestrianHigh | Night crossing | 00:19.7 | 4.4 sec | B1 | 3% | OpenNot yielding to pedestrian in Night crossing at 00:19.7 |
| Stopped vehicleModerate | Arterial approach, dusk | 00:11.0 | 11 sec | B1 | 3% | OpenStopped vehicle in Arterial approach, dusk at 00:11.0 |
| Pedestrian on roadwayHigh | Four-way intersection, midday | 00:08.6 | 6.3 sec | B2 | 6% | OpenPedestrian on roadway in Four-way intersection, midday at 00:08.6 |
| Pedestrian on roadwayHigh | Night crossing | 00:06.4 | 5.8 sec | B2 | 2% | OpenPedestrian on roadway in Night crossing at 00:06.4 |