A firearm becomes visible in frame and the alert reaches security in about 2 seconds — the window between a weapon coming out and a weapon being used is the only window there is. No one has to be staring at that particular tile on the monitor wall when it happens.
Handguns, rifles, submachine guns, shotguns, and edged weapons the instant they're visible in frame — indoors or out, day or night. The model is trained to hold on genuine weapon shapes and grips, not umbrellas, phones or tools — the difference between an alert a control room acts on and one it learns to swipe away.
Schools and universities, retail floors and shopping centres, bank branches, houses of worship, transport hubs, government buildings, corporate lobbies, and event venues — anywhere a visible weapon needs a faster response than a guard scanning a monitor wall.
Every frame from every enrolled camera is analysed on-site over the RTSP feed you already have — no dedicated weapon-detection hardware, no camera swap. Detection runs at the edge, so a critical alert with snapshot, camera location and timestamp reaches security before a human ever has to spot it. Sits alongside a Milestone, Genetec or Avigilon-class VMS rather than replacing it.
Weapon Detection + Intrusion + Face Recognition — security gets who's on-site, whether they match a watchlist, and whether they're armed, from the same camera and the same event. Response decision made in seconds, evidence clip exported the same minute for the incident report.
