Design of campus student identity identification and security management system based on K210
Zimeng Wang · 2023
Student identification systems have become an important aspect of modern schooling and provide good ideas for campus security issues. However, the detection speed is slow and the security risk is high due to the use of student IC cards or access control machines with weak security features. For this reason, the article proposes a system design that combines student identification with security management: the system uses KPU acceleration based on K210 chip, combined with YOLOv2 image recognition algorithm in convolutional neural network to complete face recognition. At the same time, the system combines the campus network with the client to establish a real-time student sign-in management system. The system perfectly solves the problem that AI algorithms are difficult to deploy and successfully execute on hardware. At the same time, it minimises the size, greatly improves the recognition accuracy, and enables its popularity at a very low cost. Secondly, the backend of the system links to the mobile phone database to receive messages in real time, forming a student sign-in management system. Teachers can monitor students' attendance throughout the day. This paper provides a new solution for future school security management, providing campuses with more efficient and secure student attendance identification and effective management.