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Monitoring method and device based on image recognition and storage medium

An image recognition and image technology, applied in the field of image recognition, can solve the problems of high monitoring cost and monitoring difficulty, and achieve the effect of solving high monitoring cost, solving monitoring difficulty and improving timeliness.

Active Publication Date: 2021-03-12
中科院计算所西部高等技术研究院
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  • Abstract
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  • Application Information

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Problems solved by technology

[0004] Aiming at the deficiencies in the prior art, the monitoring method, device and storage medium based on image recognition provided by the present invention solve the problems of high monitoring difficulty and high monitoring cost in the prior art safety monitoring method for hanging basket operations , improve the accuracy and timeliness of safety monitoring, and meet the needs of automatic monitoring of the safety of the hanging platform operation

Method used

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  • Monitoring method and device based on image recognition and storage medium
  • Monitoring method and device based on image recognition and storage medium
  • Monitoring method and device based on image recognition and storage medium

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Embodiment Construction

[0022] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, but not all of them. Based on the embodiments in the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present application.

[0023] figure 1 Shown is a schematic flow chart of a monitoring method based on image recognition provided by an embodiment of the present invention; figure 1 As shown, the monitoring method based on image recognition specifically includes the following steps:

[0024] Step S101, acquiring video image data.

[0025] In this embodimen...

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Abstract

The invention provides a monitoring method and device based on image recognition and a storage medium. The method comprises the following steps: acquiring video image data; decoding the video image data to obtain a decoded image set; preprocessing the decoded image set to obtain a target image set; inputting the target image set into a target detection model for image recognition to obtain a target recognition result of each target image; performing data analysis on all target identification results to obtain a monitoring result; therefore, the problems of high monitoring difficulty and high monitoring cost of a hanging basket operation monitoring method in the prior art are solved, the precision and timeliness of safety monitoring are improved, and the requirement for monitoring the hanging basket operation safety is met.

Description

technical field [0001] The invention relates to the technical field of image recognition, in particular to a monitoring method, device and storage medium based on image recognition. Background technique [0002] The hanging basket is a new type of high-altitude operation equipment that can replace traditional scaffolding, reduce labor intensity, improve work efficiency, and be reusable. It is widely used in high-rise building exterior wall construction, curtain wall installation, thermal insulation construction, maintenance and cleaning. ; However, the hanging basket operation is a high-risk type of work in the construction industry, the safety and reliability are relatively poor, and the operation management is relatively chaotic. At present, traditional video acquisition technology is often used to record on-site images, and then use human supervision on the images to solve the problem of hanging baskets. Basket operation safety issues, resulting in difficult monitoring an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/42G06K9/62G06T9/00G06N3/04G06N3/08G06N5/00G06N3/12
CPCG06T9/00G06N3/08G06N3/126G06V40/10G06V10/32G06N5/01G06N3/045G06F18/214Y02D10/00
Inventor 段勃李浩澜杨东鑫张春明张杨
Owner 中科院计算所西部高等技术研究院
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