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Method, device and system for detecting bare earthwork on construction site

A detection method and technology of detection device, which are applied in the fields of instruments, character and pattern recognition, computer parts, etc., can solve the problems of air pollution, the inability to detect the exposed earthwork on the construction site in advance, etc., and achieve the effect of avoiding air pollution.

Pending Publication Date: 2020-01-10
BEIJING WENAN INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The object of the present invention is to provide a method, device and system for detecting exposed earthwork on construction sites, so as to overcome the defects in the prior art that the exposed earthwork on construction sites cannot be found in advance and cause air pollution

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  • Method, device and system for detecting bare earthwork on construction site
  • Method, device and system for detecting bare earthwork on construction site
  • Method, device and system for detecting bare earthwork on construction site

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Embodiment Construction

[0021] In order to make the object, technical solution and advantages of the present invention clearer, various embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. However, those of ordinary skill in the art can understand that, in each implementation manner of the present invention, many technical details are provided for readers to better understand the present application. However, even without these technical details and various changes and modifications based on the following implementation modes, the technical solution claimed in each claim of the present application can be realized.

[0022] The first embodiment of the present invention relates to a method for detecting exposed earthwork on a construction site. The specific process of this method is as follows figure 1 shown. The method includes:

[0023] 101: Acquiring video image frames of the construction site to be detected; specifically, acquiring...

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Abstract

The invention relates to the technical field of artificial intelligence, and discloses a method for detecting bare earthwork on a construction site. The method comprises the following steps: acquiringa to-be-detected construction site video image frame; performing data enhancement on the to-be-detected construction site video image frames to obtain a to-be-detected construction site video image frame set; wherein the to-be-detected construction site video image frame set comprises at least two sample pictures; performing target detection on the to-be-detected construction site video image frame set to obtain a detection result; and if the detection result shows that the bare earthwork exists, sending a reminding message. By adopting the technical scheme of the invention, whether the construction site bare earthwork condition exists in the to-be-detected construction site video image frame can be detected in real time, a prompt is sent in time, and air pollution of the bare earthwork can be avoided in time.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method, device and system for detecting exposed earthwork on a construction site. Background technique [0002] In recent years, deep learning technology represented by convolutional neural network has been widely used in various artificial intelligence tasks, such as object classification, face recognition, pedestrian identity re-identification, etc. The breakthrough progress of convolutional neural network on these problems stems from the powerful expressive ability brought by its hierarchical learning structure. In the application scenario of the construction site, the exposed soil on the construction site will directly affect the formation of dust and have a greater impact on air quality. At this stage, the occurrence of exposed earthwork can be reduced to a certain extent by citizens taking pictures to obtain evidence and report, but the efficiency is low ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/10G06F18/241
Inventor 邱石付卫兴郑翔宋君陶海
Owner BEIJING WENAN INTELLIGENT TECH CO LTD