Education·Tailored solution

Activity detection (vape, smoke, weapons, violence) for schools & campuses

NeueTrace V3 activity detection covers fire, smoke, weapons, violence, vaping and cigarettes — all with configurable confidence thresholds. People counting and on-premises GPU processing round out a privacy-conscious deployment for K-12 and higher ed.

6-40+
cameras / device
13
dashboard pages
On-prem
GPU-accelerated
Capabilities

How NeueCode solves education challenges

Activity detection

Real-time detection of fire, smoke, weapons, violence, vaping, and cigarettes with configurable thresholds.

People counting (line crossing)

Virtual line crossing with directional entry/exit and rolling gender-based counts.

Real-time alerts

Instant notifications for face detections, activity alerts, and device status.

Security Operations Room (Windows)

Desktop SOC app with HUD interface, multi-camera grid, live face dashboard, threat events.

Multi-branch unified dashboard

13-page web dashboard receives events from all NeueTrace devices across branches.

Use Cases

Real scenarios. Real outcomes.

Scenario 1

Vape & cigarette detection

Activity detection covers vaping and cigarettes with configurable confidence thresholds — a documented NeueTrace V3 capability.

Scenario 2

Weapon & violence detection

Documented activity detection covers weapons and violence in real time with alert workflow.

Scenario 3

Hallway & cafeteria counting

Directional people counting + occupancy analytics across school zones.

Scenario 4

Campus-wide unified dashboard

Each building runs a NeueTrace edge device; the 13-page cloud dashboard aggregates events across the entire campus.

Why NeueCode

Tangible benefits for your operation

NeueTrace V3 activity detection covers fire, smoke, weapons, violence, vaping and cigarettes — all with configurable confidence thresholds. People counting and on-premises GPU processing round out a privacy-conscious deployment for K-12 and higher ed.

Talk to a specialist
  • Activity detection for vape, smoke, weapons, and violence is built in
  • Multi-building dashboard for district and campus security teams
  • Cameras stay on existing infrastructure — no rip-and-replace
  • On-premises GPU processing — biometric data stays on the school network (cloud reporting optional, can be disabled for air-gapped sites)
FAQ

Common Education questions

What activities can NeueTrace detect?

Per the documented NeueTrace V3 capabilities: fire, smoke, weapons, violence, vaping, and cigarettes — all with configurable confidence thresholds.

Where are detection events stored?

Inside your school district network on the NeueTrace edge device and your on-premise cloud dashboard. Video is not required to leave your infrastructure; cloud event reporting can be disabled for air-gapped sites.

Ready to transform your education operation?

Book a free consultation. We'll design a deployment tailored to your facility.