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Method and device for identifying tunnel leakage level, storage medium, and electronic device

A level and tunnel technology, which is applied in the field of electronic devices, level identification methods and devices, and storage media, can solve the problems of low water leakage efficiency in tunnels, improve identification accuracy, improve detection efficiency, and avoid interference from human factors Effect

Active Publication Date: 2022-05-13
CHINA UNIV OF MINING & TECH (BEIJING)
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for identifying tunnel leakage levels, a storage medium, and an electronic device, so as to at least solve the technical problem of low efficiency in tunnel water leakage detection in the related art

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  • Method and device for identifying tunnel leakage level, storage medium, and electronic device
  • Method and device for identifying tunnel leakage level, storage medium, and electronic device

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Embodiment Construction

[0026] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0027] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

The invention discloses a tunnel leakage level identification method and device, a storage medium and an electronic device. Wherein, the method includes: acquiring a target image, the target image is an image of the inner wall of the target tunnel; identifying the first leakage level corresponding to the target image feature of the target image through the first neural network model, and the first neural network model is used for training The training image is obtained by training, and the training image is marked with a leakage level; the recognition result output by the first neural network model is obtained, and the recognition result is at least used to represent the first leakage level. The invention solves the technical problem of low efficiency in tunnel water leakage detection in the related art.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a method and device for identifying tunnel leakage levels, a storage medium, and an electronic device. Background technique [0002] During the operation of the tunnel, most of the diseases of different degrees exist, such as water leakage, lining cracks, voids, etc. Among them, water leakage is an important factor affecting the safety of the tunnel, which will not only reduce the stability of the tunnel lining structure, but also Make the road surface slippery and icy, causing traffic accidents. [0003] At present, tunnel water leakage detection mainly includes manual inspection method, distributed optical fiber temperature measurement system method, ground penetrating radar method, and infrared thermal imaging method. The manual inspection method is mainly based on visually observing the location, area, and degree of leakage of water in the tunnel, and then has a qualit...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V10/774G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/217
Inventor 张芳王东升李鹏飞柏业平王昱杰张靖婕周暖
Owner CHINA UNIV OF MINING & TECH (BEIJING)