The invention relates to an intelligent lock
control system and method based on an embedded edge AI. The method comprises the following steps: firstly, building a
system hardware platform by taking an edge
intelligent computing K210
chip as a main component; secondly, face
information acquisition is realized by adopting an OpenMV
machine vision module; thirdly, training a face recognition model based on a YOLO
deep learning network to realize
face registration and recognition; then, an HC-08BLE4.0
Bluetooth communication module is adopted to realize data interaction between the WeChat applet and the intelligent lock, and transmission information is encrypted through an AES
algorithm, so that the transmission efficiency is improved, and the communication security is ensured; finally, the
system is externally connected with a matrix keyboard to achieve
panel function operation of the intelligent lock, and meanwhile a
motor drive circuit is externally expanded to achieve
clutch control of the intelligent lock. The
system has the functions of
user management,
face registration, face recognition unlocking, WeChat unlocking,
record query and the like, and the intelligent lock WeChat applet improves the convenience of user operation. The intelligent lock
control system designed by the invention has the characteristics of light weight, low cost and low
power consumption, and better meets the design and market requirements of the intelligent lock.