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.
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.
What’s inside
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.
One engine, several uses
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.