Face recognition access control method and system based on deep learning

Abstract

The invention discloses a face recognition access control method and system based on deep learning. The deep learning based face recognition access control method comprises the following steps: receiving an access control cancelling request, judging whether the access control cancelling request is sent by an appointed terminal, and if not, determining that the access control cancelling request is sent by an image acquisition terminal; acquiring image information, corresponding to the access control cancelling request, acquired by the image acquisition terminal, and performing face recognition on the image information by a deep-learning face recognition algorithm to obtain a corresponding face recognition result; judging whether the face recognition result corresponds to a preset face, if so, indicating an access control system to cancel access control, and if not, rejecting access control cancelling. The face can be a unique identity of a person and is not easy to counterfeit, so that according to the invention, the access control system is controlled through the face recognition, and thus the safety of the access control system is greatly improved.

Description

technical field [0001] The present invention relates to the technical field of electronic equipment, and more specifically, to a face recognition access control method and system based on deep learning. Background technique [0002] With the improvement of people's living standards, people pay more attention to the safety of the home environment, and the concept of security continues to strengthen; with the improvement of this demand, intelligent access control systems have emerged, and more and more enterprises, shops, and families have installed various Various access control systems. [0003] The currently more commonly used access control systems are nothing more than video access control, password access control, radio frequency access control or fingerprint access control and so on. Among them, video access control simply transmits video information to users without much intelligence. Forget it, and it is easy to crack; the disadvantage of radio frequency access cont...

AI Technical Summary

Problems solved by technology

Among them, video access control simply transmits video information to users without much intelligence. Forget it, and it is easy to crack; the disadvantage of radio frequency access control is "recognize the card but not the person", the radio frequency card is easy to lose and be stolen by others; in addition, the security risk of fingerprint access control is that fingerprints are easy to copy

Therefore, the above-mentioned access control systems provided in the prior art all have the problem of lower security for corresponding reasons

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