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What is Portable Attendance System with Liveness Detection about?

This study presents a lightweight face recognition-based portable attendance system that incorporates liveness detection to prevent face spoofing attacks. Utilizing a MobileNetV2 model trained through transfer learning, the system achieves an average processing time of under 0.6 seconds and varying accuracy rates against different levels of spoof attacks. The proposed system is designed to operate efficiently on devices with limited computational power, such as the Raspberry Pi.

Author

Vamsi Bandi

Language

EN