Hazardous article image detection method, device, equipment and medium under articulated naturality web

Abstract

The invention provides a dangerous article image detection method, a dangerous article image detection device, equipment and a medium under the articulated naturality web, and relates to the technicalfield of articulated naturality webs. The method comprises the following steps: acquiring a dangerous article image sample in an articulated naturality web server, and preprocessing the dangerous article image sample to obtain a preprocessed image sample; transmitting the preprocessed image sample to a preset neural network model for training to obtain a feature neural network model, wherein thepreset neural network model is stored in the articulated naturality web server; and sending the parameters of the feature neural network model to a client, so that the client detects a to-be-detectedobject through the received feature neural network model. According to the invention, the training of the feature neural network model and the detection of the to-be-detected image are separated, thememory and CPU pressure of the client are liberated. The robustness of the feature neural network model is improved. The labor cost is reduced, and the detection speed and accuracy are improved.

Description

technical field [0001] The present invention relates to the technical field of the Internet of Vision, in particular to a method, device, equipment and medium for image detection of dangerous objects under the Internet of Vision. Background technique [0002] With the progress of society and the rapid flow of population, the pressure of security inspection in public places is also increasing. Therefore, intelligent security inspection is becoming more and more important in the entire social security system. [0003] At present, when tourists enter railway stations, subway stations, airports and other places, they must send their luggage to the security inspection machine for dangerous goods detection. Since the security inspection machine uses the conveyor belt and the X-ray machine to perform X-ray scanning on the items in the luggage to be inspected, generate an X-ray image, and send the image to the client for human eye recognition, so this inspection method has the follo...

AI Technical Summary

Problems solved by technology

Since the security inspection machine uses the conveyor belt and the X-ray machine to perform X-ray scanning on the items in the luggage to be inspected, generate an X-ray image, and send the image to the client for human eye recognition, so this inspection method has the following disadvantages: Security inspectors need strict training to quickly and accurately identify dangerous objects; security inspectors will feel tired after staring at them for a long time, resulting in omissions in the inspection; clients need to have security inspectors at any time, resulting in a waste of human resources

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