Detection method, detection system, equipment and storage medium

A detection method and technology for detecting images, applied in the field of image processing, can solve the problems such as the detection accuracy and detection process speed need to be improved, the start is late, etc., and achieve the effect of realizing artificial intelligence detection, improving detection accuracy, and reducing the need for review.

Pending Publication Date: 2021-11-09
SHANGHAI XIAOI ROBOT TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, compared with the medical, financial, and home appliance industries, the technology of architectural drawings combined with artificial intelligence (AI) started late, resulting in the detection accuracy and detection process speed still need to be improved

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  • Detection method, detection system, equipment and storage medium
  • Detection method, detection system, equipment and storage medium
  • Detection method, detection system, equipment and storage medium

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Embodiment Construction

[0019] It can be seen from the background art that the drawing review technology based on artificial intelligence is still not very mature.

[0020] Specifically, current detection methods mainly use classic deep learning object detection algorithms to directly detect architectural drawings. Since the building components are relatively complex, and compared with the entire architectural drawing, the target of the building components is relatively small, it is easy to cause missed detection or large detection errors, resulting in low detection accuracy based on artificial intelligence.

[0021] This correspondingly leads to the need for professional drawing review experts to assist in the inspection during the drawing review process, making it difficult to improve the speed of the inspection process.

[0022] In order to solve the technical problem, an embodiment of the present invention provides a detection method, which is to detect the frame of the architectural drawing to b...

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Abstract

The invention discloses a detection method, a detection system, equipment and a storage medium. The method comprises the following steps: collecting a to-be-detected architectural drawing with a drawing frame; performing picture frame detection to obtain a picture frame detection image with a picture frame; performing first space segmentation to obtain a plurality of space region images; performing target detection on the space area image, and obtaining a first target image conforming to the building component category, wherein a target building component exists in the first target image; performing size detection by using the first target image to obtain the size of the target building component; performing first evaluation on the to-be-detected building drawing, and judging whether the size of the target building component meets the size specification or not; according to the method, the position and the contour of the target building component can be accurately determined through a mode of firstly performing segmentation and then performing target detection, so that the probability of missing detection is reduced, the size of the target building component is accurately measured, and the detection precision is further improved; correspondingly, artificial intelligence detection can be achieved, the requirement for reexamination of professionals is lowered, and the speed of the detection process is increased.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of image processing, and in particular to a detection method, detection system, equipment and storage medium. Background technique [0002] With the development of detection technology, more and more industrial production fields begin to pay attention to quality inspection. The design and review of architectural drawings is an important link in the development process of construction projects. The quality of drawings will directly affect the project progress, project cost and project quality. Therefore, in order to ensure people's safety, the review of architectural drawings has become particularly important. [0003] In order to ensure the quality of architectural drawings, drawing review experts usually need to spend a lot of energy on drawing review, which accordingly puts forward a strong demand for tools to improve the efficiency of drawing review. Therefore, the drawing revie...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/20G06K9/62G06N3/04G06T7/11G06T7/13G06T7/136G06T7/155G06T7/60
CPCG06T7/60G06T7/13G06T7/136G06T7/11G06T7/155G06T2207/20132G06T2207/20081G06T2207/20084G06N3/045G06F18/253
Inventor 崔淼陈成才
Owner SHANGHAI XIAOI ROBOT TECH CO LTD
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