Service Zones
Choose camera views that make the controlled-zone boundary visible to the reviewer.
Vehicle in Restricted Area Detection for Operator Review
A vehicle inside a controlled zone can need a quick operational check. StreamVLM™ can surface the camera frame while staff verify access, location, and local procedure.
The Visible Condition
Give the Operator a Frame to Review
The condition in scope is a vehicle entering, parked in, or moving through a selected restricted area. It is a visible scene detail, not a diagnosis, a conclusion about intent, or an automatic decision.
In StreamVLM™, an authorized operator writes a prompt such as “Alert when a vehicle enters the restricted service area.” The model evaluates selected live frames against that prompt and sends a match, camera, location, and time into the IREX event workflow for human review.
StreamVLM™ runs on a GPU node in the customer instance. Each prompt has its own confidence threshold, alert cooldown, event type, and camera selection.
Explore StreamVLM Prompt DetectorsWhere It Helps
Set the Prompt Where the Condition Matters
Utility Compounds
Give operations staff a way to verify scheduled maintenance and approved deliveries.
Restricted Park Areas
Escalate only after the vehicle location and local authorization context are checked.
Illustrative Camera Frames
What the Operator Reviews
These illustrative frames show the kind of visible condition a prompt can surface. They are not real incidents, deployments, or proof of detection accuracy.
Vehicle in restricted area
Within a Controlled Zone
The event gives staff the location and frame to verify the vehicle’s purpose.
Vehicle in restricted area
At a Restricted Approach
A configured camera view helps make the area boundary clear to the reviewer.
Vehicle in restricted area
Near an Access Point
The prompt surfaces the visible condition without deciding whether entry was authorized.
From Prompt to Action
A Review Workflow for This Condition
- 01
Define the Restricted Area in the Camera View
Write a concise prompt for a vehicle entering, parked in, or moving through a selected restricted area, then select the cameras and times where the condition warrants attention.
- 02
Verify the Vehicle Position and Expected Access
Open the event with its camera, location, time, and available video context. Confirm what is visible before treating the match as actionable.
- 03
Route a Confirmed Concern through the Site-Access Procedure
The authorized team applies the local procedure. StreamVLM supplies a review cue; it does not decide the response.
Limits to Test
Validate It on the Actual Cameras
- Scene Context
- Authorized maintenance, emergency, and delivery vehicles can create valid matches.
- Camera Fit
- The zone boundary and vehicle need to be visible from the selected camera.
- Human Decision
- The event does not establish authorization, driver identity, or a security incident.
FAQ
Can the detector recognize an authorized vehicle?
This prompt surfaces a visible vehicle in a selected area. Authorization must be checked through the site’s access and operations records.
Can StreamVLM confirm vehicle in restricted area?
No. It reports a match to the visible condition in the prompt. An operator reviews the frame and local context before deciding what it means.
How should a team tune the prompt?
Start with representative cameras, define what makes a useful alert, then adjust the camera selection, confidence threshold, and alert cooldown during a camera-specific pilot.
Is there a published accuracy figure for this use case?
IREX does not publish a universal accuracy figure for this prompt. Image quality, camera angle, lighting, occlusion, and the local definition of a useful alert all affect results.
Test Restricted-Zone Vehicle Review
Start with one clearly bounded service area and an agreed method for checking authorized vehicles before escalation.