Image recognition method and device, electronic equipment and storage medium

Abstract

The invention provides an image recognition method and device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the personnel detection of a field image, and obtaining a personnel region image in the field image; and performing super-resolution reconstruction on the personnel area image, and performing security attribute identification based on super-resolution reconstruction features obtained by the super-resolution reconstruction to obtain a security attribute identification result of the corresponding personnel in the personnel area image. According to the method, the device, the electronic equipment and the storage medium provided by the invention, the problem that a shot image is poor in imaging quality and cannot adapt to a current visual analysis method is solved, and the realizability of security attribute identification is ensured; the super-resolution reconstruction features are directly applied to security attribute identification, so that the steps of performing image reconstruction by applying the super-resolution reconstruction features and performing feature extraction according to a high-resolution image obtained by reconstruction are omitted, the complexity of an algorithm is reduced, and the calculation process is shortened.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an image recognition method, device, electronic equipment and storage medium. Background technique [0002] In some high-risk work sites, it is particularly difficult to manage the construction site in an orderly manner due to the complex site environment, cross-production of multiple types of work, multi-party collaboration, scattered construction sites, and high mobility of personnel. [0003] In order to ensure the safety of personnel on the construction site, construction personnel are required to strictly abide by corresponding safety measures, such as wearing safety helmets, safety vests and safety ropes. However, from time to time workers enter construction sites without following safety measures. [0004] At present, most construction sites still rely on manual inspections or manual inspections, supplemented by video surveillance for safety supervision, but the...

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Problems solved by technology

[0005] The invention provides an image recognition method, device, electronic equipment and storage medium, which are used to solve the defects in the prior art that the safety management effect of manual patrol inspection is not ideal, and the imaging quality of the construction site is poor

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