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AI-BASED FACE RECOGNITION SYSTEM

机译:基于AI的人脸识别系统

摘要

An aspect of the present invention relates to an AI-based face recognition system capable of performing face recognition and authentication processing on an edge device by distributing a face recognition model generated by a face recognition server to each edge device, the system comprising the face recognition server that comprises: a face recognition unit for extracting a face image by inputting a registration-requested user input image to a face recognition model, and generating a plurality of feature vectors from the extracted face image; and an array file generation unit for generating, for respective users, arrays including the plurality of feature vectors and user identification information, and merging the generated arrays, thereby generating an array file, wherein the face recognition model comprises: a face image extraction unit for extracting the face image from the input image; and a feature vector extraction unit for, if the face image is a real image obtained by photographing a person, extracting a feature vector from a face included in the face image.
机译:本发明的一个方面涉及一种基于AI的面部识别系统,该系统能够通过将由面部识别服务器生成的面部识别模型分配给每个边缘设备来在边缘设备上执行面部识别和认证处理,该系统包括面部识别该服务器包括:面部识别单元,用于通过将注册请求的用户输入图像输入到面部识别模型中来提取面部图像,并从所提取的面部图像生成多个特征矢量;以及阵列文件生成单元,用于为各个用户生成包括多个特征向量和用户标识信息的阵列,并合并所生成的阵列,从而生成阵列文件,其中,所述面部识别模型包括:面部图像提取单元,用于从输入图像中提取面部图像;特征向量提取单元,如果面部图像是通过拍摄人而获得的真实图像,则从面部图像中包括的面部中提取特征向量。

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