Image recognition method, device and system and calculation equipment

Abstract

The invention relates to an image recognition method, device and system and calculation equipment. The method comprises the steps that firstly, a data center receives a first feature value transmittedby a first edge small station, the data center communicates with the first edge small station through a network, and the first feature value is obtained through the preprocessing of a first image obtained by the first edge small station; determining a first attribute according to the first characteristic value; a first label is sent to the edge small stations in the edge small station set, the first label comprises a target characteristic value and a first attribute, the target characteristic value is a characteristic value associated with the first attribute, and the edge small station set comprises the first edge small stations; receiving at least one image recognition result sent by the edge small stations in the edge small station set; and finally, determining the position of the target object according to each image recognition result. Therefore, the problems that the video data is processed by the data center, the load of the data center is large, and the image recognition efficiency is influenced are solved.

Description

technical field [0001] The present application relates to the field of image recognition, in particular to an image recognition method, device, system and computing equipment. Background technique [0002] With the acceleration of urbanization, in the face of the rapid development of urban road construction and the increasingly complex social security situation, the city's security protection and control system is becoming more and more perfect. [0003] The current deployment and control system mainly includes a data center and front-end video recording equipment. The data center is equipped with a central database, and multiple face images and their corresponding labels are recorded in the central database. The deployment and control system is used for face recognition, and the specific process includes: the front-end video recording equipment sends the collected video data to the data center in real time, and the data center performs face image extraction processing on th...

AI Technical Summary

Problems solved by technology

[0005] This application provides a method, device, system and computing equipment for image recognition, which can solve the problems of relatively high data center load and image recognition efficiency in related technologies

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