Entry system with face recognition and temperature measurement
Entry points needed identity checks and temperature screening without sending images to the cloud.
- Client
- Building access solutions provider
- Industry
- Surveillance
- Services
- Embedded AIFirmware development
Challenge
- 01
Real-time recognition on edge hardware.
- 02
Privacy of biometric data.
Architecture and solution
- 01
On-device model optimised for the target processor.
- 02
Integration with the door controller and temperature sensor.
Stack
Embedded LinuxOn-device MLCamera and sensor drivers
Delivery and testing
- 01
Tests under different lighting conditions.
- 02
Pilot installation before production.
Result
Local decision-making without cloud round trips.
Images processed on the device.
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