The Implementation of Smart Locker in Edge Computing

Wen-Chang Cheng,Hung-Chou Hsiao, Yu-Kai Chou, Chen-Wei Chen, Chun-Lung Chang

2022 8th International Conference on Applied System Innovation (ICASI)(2022)

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摘要
This implementation completes a set of smart locker system with face as identification, which improves the traditional locker problem with keys or passwords, and improves security and operational efficiency. Face comparison is based on the core technology of FaceNet, which compares the face image after correction and feature conversion of the depth model. Since the depth model requires a lot of computation and reduces the dependence on cloud computing, this implementation is performed by edge computing equipment. The experimental results confirm that the system can operate correctly and stably to achieve practical purposes.
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关键词
deep learning,face detection,face comparison,edge computing,FaceNet
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