Camera Placement
Use a fixed view of the wall and person at useful size. Check lighting, scale, and occlusion on site.
Graffiti Detection Cameras brings a person spraying or marking a monitored wall to an operator for review.
The Visible Condition
The observable condition is a person spraying or marking a monitored wall at a transit underpass or public wall. A frame can bring the scene to an operator. It cannot establish intent, cause, or the right response.
A wall already carrying paint does not tell the operator who put it there. The Madrid set instead shows a person applying fresh paint in three different parts of an underpass. A prompt for the action is more precise than one for a painted wall.
An authorized operator can enter a plain-language prompt such as “Alert when someone sprays graffiti on the underpass wall.” StreamVLM™ evaluates sampled live frames from selected cameras against it. A match enters the IREX event flow.
Each detector has its own confidence threshold and alert cooldown. The team tests wording and settings on its cameras.
Explore StreamVLM™ →Operational Fit
Use a fixed view of the wall and person at useful size. Check lighting, scale, and occlusion on site.
The reviewer should verify whether marking is in progress and route a maintenance or security response. The prompt does not decide this automatically.
Check for authorized mural work, cleaning, or someone near an existing mark. Tune camera selection and alert settings during a pilot.
Illustrative Camera Frames
Synthetic frames illustrate possible matches. They are not real incidents, deployments, or accuracy evidence.
A person faces the wall with an arm raised beside fresh silver and blue paint.
One person sprays a red and white band while another stands nearby. The image alone does not establish the role of either person.
A crouched person applies green paint along the wall base. Camera position matters for this low action.
From Prompt to Action
Use observable wording such as “Alert when someone sprays graffiti on the underpass wall.” on cameras that show the complete relevant scene.
Open the match and surrounding footage. Compare with ordinary scenes such as authorized mural work, cleaning, or someone near an existing mark.
Staff check permitted work before acting. A still cannot prove who made an existing mark.
Pilot Questions
It reports a match to a described visible condition: a person spraying or marking a monitored wall. An operator reviews footage before deciding what happened.
No. A sampled frame cannot establish intent, authorization, responsibility, or cause. Staff check context and follow local procedure.
It cannot determine permission from the image alone. Check scheduled work and local context before action.
Test representative cameras and ordinary scenes, including authorized mural work, cleaning, or someone near an existing mark. Agree on useful alerts and missed events. IREX does not publish a universal accuracy figure for this prompt.
Keep Reading
Choose representative views of a transit underpass or public wall. We can scope the prompt, alert settings, and review procedure for a pilot.