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Video Analytics and Licence Plate Recognition · Oakville

Video Analytics and Licence Plate Recognition in Oakville

Pixel-based motion detection fires on rain, headlights, shadows crossing a yard and a plastic bag. After two weeks of that nobody looks at the alerts, and the system is functionally switched off while still appearing to work.

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HomeLocationsOakville › Video Analytics and Licence Plate Recognition
Underground parking structure at night
REC 00:00:00
CAM 01Parking Lot
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Analytics and LPR for Oakville sites

Oakville combines automotive assembly and its supplier base with a substantial corporate head-office tenancy in Winston Park. Those are two different security postures in one municipality — a plant with shift changes, contractor access and tool control on one side, and head-office buildings where the concern is visitor management and after-hours access on the other. Sites serving the assembly plant also tend to inherit their customer's audit requirements.

What that means for Analytics and LPR

Automotive supply chain sites frequently carry customer-imposed security and audit requirements. Confirm what the OEM contract already specifies before designing.

Employment areas we work in around Oakville: Winston Park, North Oakville Business Park, Speers Road corridor, Bronte industrial.

What we do

Detail that changes the outcome

LPR is a geometry problem before it is a software problem

Plate recognition depends on the angle to the plate, the vehicle's speed and controlled infrared illumination — not on the analytics engine. Beyond roughly 30 degrees off-axis, accuracy degrades quickly. A general-purpose camera pointed at a gate will disappoint; a dedicated LPR camera at the right angle, shutter speed and IR wavelength will read reliably day and night. Budget one camera for plates and a separate one for the overview scene.

Edge or server

Analytics running on the camera cost no bandwidth and no server, and scale linearly as cameras are added — but they are fixed to that camera's capability. Server-side analytics allow richer search across the whole system and retrospective re-analysis, at the cost of hardware and network. Most commercial sites are best served by edge classification for alarms and server-side search for investigations.

Expect tuning, not magic

Any analytic needs a settling period per scene — masking a flag, excluding the road beyond the fence, setting a loiter threshold that suits how your yard actually operates. A system handed over without that period generates false alarms and gets ignored, which is the same as not having it.

Oakville employment areas

Winston ParkNorth Oakville Business ParkSpeers Road corridorBronte industrial

Other systems in Oakville

Analytics and LPR in Oakville

How accurate is licence plate recognition?

Under controlled conditions — a dedicated camera, a constrained lane, a reasonable angle and proper IR — it is reliable enough to drive gates and yard logs. Applied to a general camera watching a wide entrance, it is not. The install geometry matters more than the software.

Will analytics stop false alarms completely?

No, but object classification removes the overwhelming majority of them — weather, light changes and animals. What remains is people and vehicles where they should not be, which is the alarm you wanted in the first place.

Can we search old footage for a specific vehicle?

With server-side analytics, yes — by object type and attributes such as colour, across weeks. It turns a multi-hour scrub into a query, which is usually the moment a client realizes what the system is for.

Why does Oakville need a different approach?

Automotive supply chain sites frequently carry customer-imposed security and audit requirements. Confirm what the OEM contract already specifies before designing. Oakville combines automotive assembly and its supplier base with a substantial corporate head-office tenancy in Winston Park.

Analytics and LPR nearby

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