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Pavement repair information detection method, device and equipment and storage medium

A technology for road repair and information detection, applied in the field of image recognition, can solve the problems of inability to guarantee the recognition rate of repair information, waste of time and resources, etc.

Inactive Publication Date: 2019-07-02
BEIJING UNIV OF POSTS & TELECOMM
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AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides a road surface repair information detection method, device, equipment and storage medium to overcome the problem that the existing road surface repair information detection method cannot guarantee the recognition rate of the repair information and wastes time and resources

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  • Pavement repair information detection method, device and equipment and storage medium
  • Pavement repair information detection method, device and equipment and storage medium
  • Pavement repair information detection method, device and equipment and storage medium

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Embodiment Construction

[0065] In order to make the purpose, technical solutions and advantages of the embodiments of this application clearer, the technical solutions in the embodiments of this application will be described clearly and completely in conjunction with the drawings in the embodiments of this application. Obviously, the described embodiments It is a part of the embodiments of this application, but not all the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of this application.

[0066] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of this application and the above-mentioned drawings are used to distinguish similar objects, but not necessarily Describe a specific order or sequence. It should be understood that the data used in this way can be interchanged under appropriate circumstances, so that the embo...

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Abstract

The embodiment of the invention provides a pavement repair information detection method, device and equipment and a storage medium. The method comprises the steps of acquiring multiple frames of pavement sample images; training a plurality of convolutional neural network models according to the plurality of road surface sample images to obtain a plurality of trained convolutional neural network models; determining a target convolutional neural network model in the plurality of trained convolutional neural network models; and inputting a to-be-detected pavement image into the target convolutional neural network model to obtain pavement repair information in the to-be-detected pavement image. The method provided by the embodiment of the invention can solve the problems that the identification rate of repair information cannot be ensured and time and resources are wasted in the prior art.

Description

Technical field [0001] The embodiments of the present application relate to the field of image recognition technology, and in particular, to a method, device, equipment, and storage medium for detecting road repair information. Background technique [0002] Pavement repair is one of the pavement diseases (pavement diseases include cracks, potholes, repairs, etc.). It is a type of disease that needs to be paid attention to in daily road maintenance. Maintenance departments need to conduct timely inspection and statistics on repairs. [0003] In the existing maintenance process, the detection and statistics of road repair information are usually performed manually. The road image is collected by the image acquisition vehicle, and then these images are collectively delivered to the relevant marking personnel. With the assistance of the marking software, the marking personnel mark the location of the repair in the map, and then count the relevant information. [0004] Because the curren...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/10G06F18/214
Inventor 徐国胜徐国爱白胜
Owner BEIJING UNIV OF POSTS & TELECOMM
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