algorithms

Before you can count a crowd, draw a line, or alarm a restricted zone, one primitive has to work: person detection – is there a person in the frame, and where. It is the foundation layer that every higher rule is built on, and getting it right is what makes the rest reliable. What follows…

Unloading fuel is a short window with a long memory. One missing step – no grounding, no spill barrier, a lit cigarette near the lane – is all it takes for a fire or a release. Fuel unloading compliance detection puts a model on the cameras already watching the bay, so the unsafe step is…

Motorcycle entry detection is the rule that fires when a two-wheeler crosses a line or enters a zone it should not – a staff gate, a pedestrian-only lane, a fuel depot apron, a depot yard. It is not about counting traffic or checking helmets; it is about one event: a motorcycle went where motorcycles are…

A face detection model answers a narrower question than most people assume: it tells you that a face is present in the frame, where it is, and how many there are. It does not say who the face belongs to. That single distinction – presence versus identity – is what makes the capability useful in…

Driver fatigue detection is the video analytic that watches for the moment before an incident rather than after it. Where most site analytics react to something that has already happened – a person inside a fence, a vehicle in a fire lane – fatigue detection looks for a physical state: eyes closing for too long,…

A yard that allows four delivery trucks ends up with nine, and nobody notices until the fire lane is blocked. Vehicle count limit detection answers a question ordinary vehicle detection does not: not whether a vehicle is present, but how many are present right now – and whether that number has crossed the cap you…

Most jurisdictions do not need to be convinced that helmets save riders’ lives; they need a way to enforce it that does not depend on a traffic officer happening to be at the gate. Manual checks are sporadic by nature, which is why the same compounds keep the same problem: delivery riders pulling in bare-headed,…

Someone in trouble cannot always reach a phone or a panic button. A swimmer cramping mid-pool, a lone worker pinned in a yard at night, a customer collapsed in a vestibule with people passing on the other side of the glass – the universal signal in all of these is a raised arm waving for…

Every facility manager knows the scene: e-bikes chained to the fire-exit stairwell, motorcycles straddling the sidewalk in front of the shop entrance, scooters crowding the loading dock until the truck cannot back in. Two-wheelers are nimble enough to park anywhere, which is exactly the problem. No motorcycle parking detection enforces the zones you designate –…