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Case study

Embedded Face Recognition & Access Control (Dubai)

Offline, on-device face recognition and access control for a UAE client, scaling to a 20,000-face database.

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Overview

A production face-recognition access-control system delivered for a client in Dubai, running fully offline on industrial embedded hardware. It matches against a 20,000-face database and drives physical access via Wiegand and GPIO, ingesting ONVIF/RTSP camera streams.

Deliver reliable, low-latency face recognition at the edge — fully offline — for secure physical access control on industrial hardware.

SCRFD detection + AdaFace recognition optimized with ONNX Runtime on Ubuntu 22.04 embedded hardware, wired to access controllers over Wiegand-48/GPIO with a local SQLite store and ONVIF/RTSP ingest.

Technology

SCRFD · AdaFace · ONNX Runtime · Ubuntu 22.04 · ONVIF/RTSP · Wiegand-48 · GPIO · SQLite