Focus drifts. Vibration, a knock to the housing, or a varifocal lens creeping over months can soften a picture without anything looking broken on a wall of live tiles.
Most blur checks ask whether a camera is sharp. Ask that and every older camera fails permanently, so the check gets switched off. Blur detection in O-Insights for Milestone XProtect uses machine learning to ask a better question: is this camera softer than it normally is?
Built to avoid false alarms
- Each camera measured against its own reference image, never an ideal
- One soft reading is never enough; it waits for a pattern
- Runs on premise and on device, with no cloud required
Nothing leaves your network. XProtect keeps recording, and O-Insights tells you when a camera has quietly lost focus, before the footage is needed.