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Automatic inspection image style transfer display method

A technology of automatic inspection and display method, which is applied in image data processing, graphic image conversion, digital data information retrieval, etc.

Active Publication Date: 2020-12-18
STATE GRID ZHEJIANG ELECTRIC POWER CO MARKETING SERVICE CENT +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The present invention solves the problem that the existing technology only blindly stacks the display of data, resulting in too large amount of data, prone to more interference items, and difficult to highlight key points in remote inspection of equipment, etc., and provides a Automatic inspection image style migration display method represented by power energy equipment monitoring

Method used

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  • Automatic inspection image style transfer display method

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Experimental program
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Effect test

Embodiment 1

[0040] An automatic inspection image style migration display method (see attached figure 2 ), which is applicable to the preprocessing of image acquisition during the automatic inspection of electric power equipment, and the automatic inspection of electric power equipment adopts an automatic robot for inspection, including the following steps:

[0041] Step 1, obtaining the real-time image of the target device to form a content picture for collection and communication transmission;

[0042] The content image in this embodiment is manually set, mainly based on the appearance of the device, supplemented by the main detection data of the device that needs to be displayed directly.

[0043] The shooting position of the inspection is set with a two-dimensional code or other content recording method that enables the automatic robot to realize shooting according to predetermined parameters. In this embodiment, the inspection method of the automatic robot includes magnetic navigatio...

Embodiment 2

[0080] This embodiment is basically the same as Embodiment 1. The difference is that in this embodiment, the neural network is scaled to a certain ratio of depth and width, and the width of the convolutional neural network is the same as the number of filters in the convolutional layer. Associated, the resolution is the size of the input image, and the depth is increased by stacking more convolutional layers. In general, only the depth and width of the network are adjusted according to the set ratio. Only when the adjustment amount of the network width and depth exceeds the threshold, the neural network model also adjusts the resolution coefficient of the input image accordingly. Scaling the width of the network allows layers to learn more fine-grained features. However, the improvement of accuracy is not directly proportional to the width and depth of the zoom network. Therefore, it is estimated that the resource utilization rate of each layer is selected to select the approp...

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Abstract

The present invention relates to a method for displaying image style transfer during automatic patrol inspection. The present invention solves the problems of the prior art. The key point of the technical solution is that it is suitable for preprocessing of image acquisition during automatic patrol inspection of electric power equipment, including the following steps: Step 1, Obtain the real-time image of the target device to form a content picture for collection and communication transmission; step 2, obtain the real-time detection data of the target device through the detection sensor at the target device and transmit it by communication; step 3, convert the detection data of the target device into at least one Style picture; step 4, select several data from the detection data of the target device, and display them as direct content on the set position of the content picture, and then use the style picture to convert the content picture according to the required each Each style picture is subjected to corresponding stylization processing, and the proportion of stylization processing is manually set; Step 5, patrol inspection is performed according to the content of the stylized image.

Description

technical field [0001] The invention belongs to an automatic inspection image style migration display method, and relates to an automatic inspection image style migration display method represented by electric energy equipment monitoring. Background technique [0002] Most of the power equipment inspections are carried out manually, but with the advancement of technology, many inspections can be replaced by remote equipment, such as inspection robots, and inspection images sent back through fixed cameras. There are more and more cases like this where sensors are used to summarize remote detection data of equipment, etc. Through the application of these technologies, the difficulty of equipment inspection can be effectively reduced and the reliability of equipment inspection can be improved. However, due to the increasing number of testing equipment and the content of the data returned by the inspection, after the inspection data and the appearance of the inspection equipment...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T3/00G06N3/04G06F16/182H04L29/08
CPCG06F16/182H04L67/568G06N3/045G06T3/04
Inventor 潘巍巍唐文升王锦志胡若云李熊裘炜浩丁麒侯素颖严华江欧阳柳陈彤沈百强谢裕清
Owner STATE GRID ZHEJIANG ELECTRIC POWER CO MARKETING SERVICE CENT
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