Solutions · AI Solutions

Face Detection

One deep learning model, trained to find and recognise faces in a camera feed, quietly does three jobs across Collie: it confirms who someone is, lets them through a gate without touching anything, and logs the moment they arrived — all from the same enrolment.

facial recognition

Verifying identity manually doesn't scale

Checking an ID card by eye, or a card by hand, is slow, easy to fool, and forces the same identity to be enrolled separately in every system that needs it.

Manual checks don't scale

A guard visually checking IDs against a photo works for a handful of people — not hundreds moving through a gate at peak hours.

Shared touchpoints

Cards and fingerprint scanners mean everyone touches the same surface. A face requires no contact at all.

Enrolled again and again

Without a shared identity engine, the same person ends up re-enrolled separately for access, attendance, and verification.

Detection, then recognition

Two distinct steps, both handled by the same engine.

Face detection

Locates any face in frame — regardless of angle, distance, or partial obstruction — as the first step before any identity is checked.

Face recognition & matching

Compares a detected face against the enrolled database in real time, returning a match with a confidence score.

Single enrolment

Enrol a face once, and it’s recognised everywhere Collie checks identity — no separate registration per system.

Deep learning accuracy

Trained models handle lighting changes, angle, and everyday variation far better than simpler template-matching approaches.

How it works

Detect. Match. Confirm.

Video analytics can run on your existing CCTV, NVR, or VMS — Collie’s platform adapts to the infrastructure you already have.

01

Detect

A camera at the gate, kiosk, or device locates a face in the frame the moment someone steps into view.

02

Match

The detected face is compared against the enrolled database, returning a match with a confidence score in real time.

03

Confirm

A confirmed match unlocks whatever the situation calls for — a turnstile, a clock-in, or a verified identity check.

The same face, doing three different jobs

Because detection and recognition live in one shared engine, the same enrolled identity works everywhere Collie checks who someone is.

Identity verification

Confirms someone is who they claim to be — at a kiosk, a checkpoint, or an ID lookup.

Contactless access entry

Unlocks a turnstile or gate the instant a match is confirmed, no card or badge required.

Attendance recording

Logs a clock-in the moment a face is matched, feeding straight into attendance reporting.

Where it’s deployed

Anywhere identity needs checking

Offices

Cardless door access and daily attendance from the same enrolled face.

Industrial Sites

Worker and contractor verification at gates without a shared touchpoint.

Hospital

Staff verification at sensitive areas, paired with visitor sign-in.

Events & Schools

Fast, contactless check-in for large groups arriving in a short window.

One face, enrolled once

Tell us where you need identity checked — a gate, a kiosk, a clock-in — and we’ll show you how one enrolment covers it all.