Someone enters a restricted zone. Security gets a notification at the moment of the breach — snapshot, camera, exact timestamp — while the person is still on-site, not buried in tomorrow's shift report. Runs as a standalone module or stacked with Face Recognition and Weapon Detection on the same camera feed.

Person or vehicle entry into an operator-defined polygon zone, line-crossing across a virtual tripwire, and presence outside permitted hours. Confidence 91%+. The model separates people and vehicles from animals, blowing debris, rain and headlight glare before anything reaches an operator — the classification step that keeps a fence-line or PIR system from getting muted after the third false call in a week.
Fence lines and yard perimeters at industrial and oil & gas sites, warehouse and logistics-terminal grounds, construction sites between shifts, substations, and restricted interior zones — server rooms, vaults, R&D floors — inside a facility that already has camera coverage.
Connects to your existing IP cameras over RTSP — no camera swap, no rewiring, no new NVR. Runs alongside your VMS (Milestone, Genetec, Avigilon-class platforms) as an added detection layer, not a replacement, processing on-site by default so footage doesn't leave your network unless cloud is turned on. Detection-to-alert runs around 2 seconds, with per-camera confidence tuning that keeps false alerts low enough that a night shift keeps trusting them instead of ignoring them.
Intrusion + Face Recognition + Weapon Detection — security gets the full picture from one event: who entered, whether they're on a watchlist, and whether they're armed. Three models running in parallel on the same camera, decision made in seconds, not after someone pulls the recording.