System Online · AI Video Analytics
360° AI Video Detection System
Real-time AI analysis of 360° panoramic and flat camera streams. One engine detects both fire & smoke and restricted-zone intrusion, raising alerts across multiple channels within seconds.
System Overview
A single detection pipeline on modest single-machine compute covers a wide area — fire/smoke and intrusion run through the same engine, so there's no separate system per hazard.
Detection
Video fire detection and restricted-zone intrusion share the same inference pipeline — deploy once, both go live together.
Fire / Smoke
Intrusion
Zone Setup
Open the camera's live view in a browser and click a few times to draw a zone — no config files, no coordinate math.
Work directly on the real image.
Irregular areas are covered just fine.
Alert on entry / on dwell — effective the instant you save.
Detect → Alert
Red zone, yellow person box, foot-point judgment — overlaid right on the live 360° view; an annotated snapshot is pushed to your phone at the same moment.
Panorama player · Plant 360 — live red-box ROI overlay
Intrusion: machine control area
Plant 360-82 (1 person)
2026-07-24 09:17:23
Architecture
The panorama player is our integrated 360° patrol view; detection, alerting and management are all driven by the Sentinel engine.
Input
360° panoramic + flat, live video ingest
Core Engine
Custom ONNX inference · single-machine serial
Output
Live red boxes + status bar
Annotated snapshot push
Dashboard · zone drawing · login
Under the Hood
Not research models dropped onto a box — re-engineered for real plant-floor compute, latency and reliability.
Operate
From a live dashboard to phone push to proactive camera-offline alerts — every channel operations needs is here.
Camera status · alert log · resource monitor
Annotated snapshots straight to your phone
Live on-screen red-box tracking
Notified even when it fails quietly
Machine fingerprint + expiry · protected (obfuscated) build
Ready
One AI engine covering both fire/smoke and intrusion; zones drawn by hand, multi-channel alerts, minimal compute — making "watching the whole plant" an easy thing to do.
FAQ
What plant managers and safety officers usually ask before deploying AI video detection.
A camera-based system sees flame and smoke where they start, instead of waiting for smoke to drift up to a ceiling-mounted detector — which matters in high-bay warehouses and open plant floors. Cupola360 Sentinel adds 360° tiled inference, so even distant small flames in a panoramic view are caught, with burst confirmation and sky/overexposure filters to keep false alarms down.
No. One AI engine handles both fire/smoke detection and restricted-zone intrusion on a single machine with modest compute — no GPU farm, no full video management system. The custom ONNX inference runtime was rebuilt for plant-floor hardware, and detection covers 360° panoramic as well as flat cameras.
You open the camera's live view in a browser and click to draw a polygon zone — no config files or coordinate math. Intrusion is judged on the person's foot position, with alert-on-entry or alert-on-dwell modes per zone. When someone crosses the line, an annotated snapshot is pushed to your phone within seconds and the live view shows the tracked box.
