Commercial & industrial only. We do not install residential systems. Serving the GTA and within 100 km of Toronto · 1.416.791.9519
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Video Analytics and Licence Plate Recognition · Hamilton

Video Analytics and Licence Plate Recognition in Hamilton

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.

Speak to an engineer, not a call centre.
20+years in the field
500+systems deployed
24/7monitoring available
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Commercial and industrial sites only. We reply the same business day.
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Local conditions

Analytics and LPR for Hamilton sites

Hamilton carries the heaviest industrial base in the region, and the bayfront sites bring conditions that ordinary commercial equipment does not survive — airborne particulate, corrosive atmosphere, vibration and extreme ambient temperature swings. Housing selection, ingress protection and lens maintenance intervals matter far more here than camera resolution. The port and airport lands add customs-controlled areas with their own access requirements.

What that means for Analytics and LPR

Heavy industrial environment with particulate, corrosion and vibration. Specify IP66/IP67 and IK10 minimum, and plan maintenance intervals into the proposal.

Employment areas we work in around Hamilton: Bayfront industrial, Red Hill Business Park, Ancaster Business Park, Hamilton Port, Airport employment lands.

What we do

Detail that changes the outcome

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.

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.

Hamilton employment areas

Bayfront industrialRed Hill Business ParkAncaster Business ParkHamilton PortAirport employment lands

Other systems in Hamilton

Analytics and LPR in Hamilton

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 Hamilton need a different approach?

Heavy industrial environment with particulate, corrosion and vibration. Specify IP66/IP67 and IK10 minimum, and plan maintenance intervals into the proposal. Hamilton carries the heaviest industrial base in the region, and the bayfront sites bring conditions that ordinary commercial equipment does not survive — airborne particulate, corrosive atmosphere, vibration and extreme ambient temperature swings.

Analytics and LPR nearby

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