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AI System for Face Recognition Based On AI

机译:基于AI的人脸识别AI系统

摘要

An AI-based face recognition system according to an aspect of the present invention capable of performing face recognition and authentication processing on an edge device by distributing the face recognition model generated in the central server to each edge device is an input image of a user requested to register. A face recognition unit extracting a face image by inputting it into the face recognition model, and generating a plurality of feature vectors from the extracted face image; An array file generator for generating an array of the plurality of feature vectors and user identification information for each user, and merging the generated arrays to generate an array file; And a central server including an interface unit that transmits the generated array file to an edge device, wherein the face recognition model comprises: a face image extraction unit that extracts the face image from the input image; And a feature vector extraction unit for extracting a feature vector from the face included in the face image.
机译:根据本发明的一个方面的基于AI的面部识别系统能够通过将在中央服务器中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,是所请求的用户的输入图像。注册。面部识别单元通过将面部图像输入面部识别模型中来提取面部图像,并从所提取的面部图像中生成多个特征矢量;阵列文件生成器,用于为每个用户生成多个特征向量和用户标识信息的数组,并合并生成的数组以生成数组文件;中央服务器,其包括将所生成的阵列文件发送至边缘设备的接口单元,其中,所述面部识别模型包括:面部图像提取单元,其从输入图像中提取面部图像;以及并且特征向量提取单元用于从面部图像中包括的面部中提取特征向量。

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