Well lid detection method and well lid monitoring system based on intelligent lamp pole

A detection method and manhole cover technology, applied in neural learning methods, gene models, image data processing, etc., can solve problems such as impossible real-time guarantee of manhole cover safety, inability to effectively solve problems, and high manpower maintenance costs

Pending Publication Date: 2021-06-18
新疆爱华盈通信息技术有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Illegal acts such as damage and theft of manhole covers occur from time to time. Lost, damaged and stolen manhole covers are often not repaired in time because they cannot be known in time, which poses a huge hidden danger to the traffic safety of the people near the manhole cover
[0003] The traditional manhole cover management is mainly based on manual inspection. On the one hand, this method cannot immediately know the information of the manhole cover loss, and the person responsible for the manhole cover loss cannot be found. On the other hand, the independent manhole cover jurisdiction of each industry leads to information asymmetry. , Relying on manual management and split management cannot effectively solve the problem. Moreover, the cost of human maintenance is high, and personnel supervision and management are difficult.
If these pain points are not resolved, we will not be able to guarantee the safety of manhole covers in real time, and we will not be able to solve the road safety hazards of abnormal manhole covers

Method used

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  • Well lid detection method and well lid monitoring system based on intelligent lamp pole
  • Well lid detection method and well lid monitoring system based on intelligent lamp pole

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Embodiment Construction

[0028] The technical solutions in the embodiments of the present invention are clearly and completely described below in conjunction with the drawings in the embodiments of the present invention.

[0029] Since the manhole cover occupies a small proportion in the camera picture, the manhole cover is similar to the surrounding environment, and the picture changes greatly due to the alternation of day and night, which brings great difficulties to the manhole cover recognition.

[0030] In order to solve the above problems in the image recognition of manhole cover pictures, such as figure 1 As shown, the invention discloses a method for detecting a manhole cover, comprising the following steps:

[0031] The detection model of the manhole cover is obtained through training, which specifically includes the following 1-3 steps:

[0032] 1. Manually collect a number of manhole cover pictures. In order to make the manhole cover pictures closer to the actual detection task scene, the ...

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Abstract

The invention discloses a well lid detection method and a well lid monitoring system based on an intelligent lamp post. The method comprises the following steps: training to obtain a well lid detection model; inputting the collected picture into a detection model, judging the number of well lids in the picture, calculating the two-dimensional coordinates of the well lids in the picture, endowing each well lid in the picture with a unique ID number, and binding the social information, the two-dimensional coordinates and the ID numbers of each well lid for storage; the collected pictures are detected in real time or according to a certain frequency, if the number of the detected well lids in the pictures is consistent with the number of the stored well lids and the two-dimensional coordinates of the well lids are within the error range of the stored two-dimensional coordinates of the well lids, processing is not conducted; and if at least one of the detected number of the well lids in the picture is inconsistent with the stored number of the well lids and the two-dimensional coordinates of the well lids exceed the error range of the stored two-dimensional coordinates of the well lids, giving an alarm to a management end. The state of the well lid can be effectively monitored, and an alarm is given in time when the well lid is abnormal.

Description

technical field [0001] The invention relates to the technical field of manhole cover monitoring, in particular to a manhole cover detection method and a manhole cover monitoring system based on a smart light pole. Background technique [0002] With the further acceleration of the urbanization process, the construction of municipal public facilities has developed rapidly. There are a large number of municipal equipment and assets that need to be managed in municipal, electric power and communication departments, and manhole covers are one of them that cannot be ignored. Due to the lack of effective real-time monitoring and management means, a large number of manhole covers provide opportunities for criminals. Illegal acts such as damage and theft of manhole covers occur from time to time. Lost, damaged and stolen manhole covers are often not repaired in time because they cannot be known in time. [0003] The traditional manhole cover management is mainly based on manual ins...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06K9/62G06N3/12G06N3/04G06N3/08
CPCG06T7/0002G06N3/04G06N3/086G06T2207/20081G06T2207/30242G06F18/23213
Inventor 张婷蔡子轩周有喜乔国坤
Owner 新疆爱华盈通信息技术有限公司
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