Highway pavement disease detection method, device and equipment and storage medium

Abstract

The invention provides a highway pavement disease detection method and device, equipment and a storage medium. The method comprises the following steps: acquiring image information of a to-be-detected pavement; inputting the image information to a disease detection model; and outputting the disease type of the to-be-detected pavement, wherein the disease detection model is obtained after training based on disease image sample information and a predetermined disease type label. The disease type is output by inputting the to-be-detected pavement image information shot in real time into the machine learning model, so that the time for determining the disease type is effectively shortened. And meanwhile, the highway pavement disease type is automatically detected through a machine learning model, namely a disease detection model, so that the problem of influence of manual subjective judgment is solved. The operation is simple, the detection result is accurate and rapid, and the detection efficiency of the highway pavement diseases is effectively improved.

Description

technical field [0001] The invention relates to the technical field of road surface disease detection, in particular to a road surface disease detection method, device, equipment and storage medium. Background technique [0002] At present, purely manual and semi-manual methods are still used in the field of highway inspection in China. During the pavement inspection process, inspection personnel usually take photos and record the diseases, and manually record the location and type of road surface diseases. The traditional way of manual disease classification requires inspectors to have prior basic knowledge of pavement disease classification, otherwise it may affect the accuracy of pavement disease classification. At the same time, the accuracy of road surface disease recording and classification is also affected by the subjective emotions of inspectors, which is relatively random. For the customer's manual detection problem, the road defect detection system was upgraded ...

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a road pavement disease detection method, device, equipment and storage medium, which are used to solve the defect of low efficiency of road pavement disease detection in the prior art, and realize fast and efficient detection of road pavement diseases

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