Machine vision consulting and embedded vision advisory for a team bringing face biometrics into ticketing, access control, frictionless payment, and credentialing on real edge devices.
Anonymised client
A global leader in access management developing next-generation security products. Estigiti joined where embedded face biometrics had to be integrated into a custom device platform and made useful inside the wider access-control system.
Improving the facial-authentication experience, benchmarking and optimizing video quality, improving matching performance, customizing the Ambarella Yocto-based SDK and toolchain, and expanding the device beyond face recognition into BLE, NFC, and control-system integration.
The work crossed image quality, matching accuracy, platform customisation, multimodal credentials, and protocol-level system links through OSDP and Wiegand.
Estigiti supported the project as an extension of the customer’s own team over a two-year engagement. On the core biometric path, the work focused on facial-recognition authentication, video quality benchmarking and optimisation, and improvement of matching behaviour. On the platform side, it included customisation of the Ambarella CV25m environment and its Yocto-based base system and toolchain.
The scope then widened into operational integration: support for NFC credentials and BLE, integration with a central unit over OSDP and Wiegand, development of an IoT gateway for home automation, and a WebRTC-based remote doorbell capability.
If your biometric feature still sits too far from the actual device and control stack, we can help close the integration gap.