Blasting operator detection method, device and system, medium and server

Abstract

The invention discloses a Mask R-CNN-based blasting worker detection method, device and system, a medium and a server. The method comprises the steps of obtaining a real-time image collected by a preset collection area; detecting the real-time image by a post-training Mask R-CNN model to obtain basic information of blasting operation personnel in the preset acquisition area, wherein the basic information is used for judging whether the configuration of the blasting operator conforms to a preset blasting operation standard or not, and the post-training Mask R-CNN model is a model obtained by using the historical picture sample pairs containing basic information of blasting operators to train a blank model constructed based on the Mask R-CNN algorithm. Known from the above, the invention utilizes the trained Mask R-CNN model for detecting the real-time image collected by the preset collection area, so that the problem of wrong inspection and missing inspection caused by work negligence of managers in a manual inspection method is avoided, the safety of blasting operation construction work is guaranteed, the manpower resources are further saved, and the detection efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to a method, device, system, medium and server for detecting blasting workers based on Mask R-CNN. Background technique [0002] As we all know, blasting projects need to strictly abide by the relevant regulations on the safety management of blasting projects of the Public Security Bureau, and file with the Public Security Bureau. The safety management of blasting projects stipulates that each blasting operation project department should be equipped with sufficient blasting personnel according to the number of blasting operation project sites and operating points. Operators, among them, the number of safety officers assigned to each blasting operation project department should meet the standard of "one safety officer for each blasting operation project", responsible for assisting the person in charge of project management and technical person in charge of a relativel...

AI Technical Summary

Problems solved by technology

The manual inspection method inevitably has the problem of missed inspection and wrong inspection caused by the negligence of the management personnel, which may lead to the failure of the basic guarantee of the safety of the blasting construction work

In addition, when there are multiple blasting operation sites that need to be supervised, the number of supervisors sent by the Public Security Bureau will also increase accordingly, resulting in a waste of police force and low efficiency

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