CN116071356B - Intelligent inspection platform and inspection method for defects of design drawing of design enterprise - Google Patents
Intelligent inspection platform and inspection method for defects of design drawing of design enterprise Download PDFInfo
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- 238000007689 inspection Methods 0.000 title claims description 24
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- 238000001514 detection method Methods 0.000 claims description 38
- 238000005286 illumination Methods 0.000 claims description 26
- 230000000007 visual effect Effects 0.000 claims description 15
- 230000002159 abnormal effect Effects 0.000 claims description 6
- 230000003993 interaction Effects 0.000 abstract description 3
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Abstract
The invention relates to a design drawing defect intelligent checking platform for a design enterprise, which belongs to the technical field of electric digital data processing, and is characterized in that a first defect judging result generated by a reading comparison analysis system on line and a second defect judging result generated by an image acquisition matching system on line are subjected to difference judgment through data interaction cooperation among the reading comparison analysis system, the image acquisition matching system and a comprehensive judging module, when the difference between the first defect judging result and the second defect judging result is within a preset range, the comprehensive judging module can judge whether the first defect judging result or the second defect judging result is within the preset range, and when the difference between the first defect judging result and the second defect judging result is not within the preset range, manual screening can be performed by related staff, so that the manpower consumption is reduced as much as possible, and the reliability of the design drawing defect intelligent checking result is higher.
Description
Technical Field
The invention belongs to the technical field of electric digital data processing, and particularly relates to a design drawing defect intelligent inspection platform for design enterprises.
Background
When the intelligent terminal performs the design drawing inspection, direct visual recognition is difficult, and the defect inspection of the design drawing cannot be performed efficiently. Therefore, the design diagram defect intelligent inspection platform for the design enterprises needs to be designed at present to solve the problems.
Disclosure of Invention
The invention aims to provide a design drawing defect intelligent checking platform and method for a design enterprise, which are used for solving the technical problems in the prior art.
In order to achieve the above purpose, the technical scheme of the invention is as follows:
the intelligent inspection platform for the defects of the design drawings of the design enterprises comprises a reading comparison analysis system, an image acquisition matching system and a comprehensive judgment module; wherein,,
the reading comparison analysis system comprises a design drawing data acquisition unit, a design drawing data comparison unit and a design drawing defect generation unit;
the design drawing data acquisition unit is used for acquiring real-time design drawing data from drawing software of the design drawing;
the design drawing data comparison unit is used for carrying out comparison analysis on the real-time design drawing data and pre-stored standard design drawing data, obtaining comparison analysis results, and marking the comparison analysis results as first comparison analysis results;
the design drawing defect generating unit is used for generating a defect judging result of the design drawing according to the first comparison analysis result and marking the defect judging result as a first defect judging result;
the image acquisition matching system comprises a design image shooting unit, a design image comparison unit and a design defect identification unit;
the design drawing image shooting unit is used for acquiring real-time design drawing images from a visual terminal carrying drawing software in a shooting mode;
the design drawing image comparison unit is used for carrying out comparison analysis on the real-time design drawing image and a pre-stored standard design drawing image, obtaining a comparison analysis result and marking the comparison analysis result as a second comparison analysis result;
the design drawing defect identification unit is used for generating a defect judgment result of the design drawing according to the second comparison analysis result and marking the defect judgment result as a second defect judgment result;
the comprehensive judging module is used for carrying out difference judgment on the first defect judging result and the second defect judging result, and if the difference between the first defect judging result and the second defect judging result is within a preset range, the comprehensive judging module is used for judging whether the first defect judging result or the second defect judging result is right.
Further, the design image shooting unit comprises a high-definition camera, an image brightness detection module, an auxiliary illumination adjustment module and a control module, wherein the control module is respectively connected with the high-definition camera, the image brightness detection module and the auxiliary illumination adjustment module;
the high-definition camera is used for acquiring a real-time design drawing image from a visual terminal carrying drawing software;
the image brightness detection module is used for detecting whether the image brightness of the real-time design drawing image is abnormal or not;
the auxiliary illumination adjusting module is used for adjusting the illuminance of the environment where the high-definition camera is located.
Further, the control module controls the high-definition camera and the image brightness detection module to be normally open;
when the image brightness detection module detects that the image brightness of the real-time design drawing image is abnormal, the control module controls the auxiliary illumination adjustment module to be started.
Further, the design image shooting unit further comprises an image reflection detection module, and the image reflection detection module is connected with the control module;
the image reflection detection module is used for detecting whether the real-time design image has a reflection phenomenon or not.
Further, the design image shooting unit further comprises an illumination moving module, and the illumination moving module is connected with the control module;
the illumination moving module is used for moving the auxiliary illumination adjusting module when the image reflection detecting module detects that the real-time design image has the reflection phenomenon, so that the reflection phenomenon of the real-time design image is eliminated.
Further, the design image shooting unit further comprises an obstacle detection module, and the obstacle detection module is connected with the control module;
the obstacle detection module is used for detecting whether an obstacle exists between the high-definition camera and the visual terminal.
Further, the design drawing image shooting unit further comprises a voice prompt module, and the voice prompt module is connected with the control module;
the voice prompt module is used for carrying out corresponding voice prompt when the obstacle detection module detects that an obstacle exists between the high-definition camera and the visual terminal.
The intelligent checking method for the defects of the design drawings of the design enterprises adopts the intelligent checking platform for the defects of the design drawings of the design enterprises to carry out intelligent checking for the defects of the design drawings.
Compared with the prior art, the invention has the following beneficial effects:
the technical scheme has the advantages that through the data interaction cooperation among the reading comparison analysis system, the image acquisition matching system and the comprehensive judgment module, the first defect judgment result generated by the reading comparison analysis system on line and the second defect judgment result generated by the image acquisition matching system on line are subjected to difference judgment, when the difference of the first defect judgment result and the second defect judgment result is within a preset range, the comprehensive judgment module takes the first defect judgment result or the second defect judgment result as a criterion, when the difference of the first defect judgment result and the second defect judgment result is not within the preset range, the related staff can carry out manual screening again, so that the manpower consumption is reduced as much as possible, and the reliability of the intelligent inspection result of the defects of the design diagram is higher. When the image acquisition matching system generates a second defect judgment result on line, the high-definition camera of the image acquisition matching system is influenced by the shooting angle of the high-definition camera and the illuminance of the environment where the high-definition camera is positioned when acquiring the image of the real-time design drawing.
Drawings
Fig. 1 is a schematic structural diagram of an inspection platform according to an embodiment of the present invention.
Fig. 2 is a schematic structural diagram of a design image capturing unit in the inspection platform according to the embodiment.
Detailed Description
The following description of the embodiments of the present invention will be made more fully with reference to the accompanying drawings, 1-2, in which it is evident that the embodiments described are only some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
As shown in FIG. 1, a design diagram defect intelligent inspection platform for a design enterprise is provided, which comprises a reading comparison analysis system, an image acquisition matching system and a comprehensive judgment module; wherein,,
the reading comparison analysis system comprises a design drawing data acquisition unit, a design drawing data comparison unit and a design drawing defect generation unit;
the design drawing data acquisition unit is used for acquiring real-time design drawing data from drawing software of the design drawing;
the design drawing data comparison unit is used for carrying out comparison analysis on the real-time design drawing data and pre-stored standard design drawing data, obtaining comparison analysis results, and marking the comparison analysis results as first comparison analysis results;
the design drawing defect generating unit is used for generating a defect judging result of the design drawing according to the first comparison analysis result and marking the defect judging result as a first defect judging result;
the image acquisition matching system comprises a design image shooting unit, a design image comparison unit and a design defect identification unit;
the design image shooting unit is used for acquiring real-time design images from a visual terminal (such as a computer display screen and the like) carrying drawing software in a shooting mode;
the design drawing image comparison unit is used for carrying out comparison analysis on the real-time design drawing image and a pre-stored standard design drawing image, obtaining a comparison analysis result and marking the comparison analysis result as a second comparison analysis result;
the design drawing defect identification unit is used for generating a defect judgment result of the design drawing according to the second comparison analysis result and marking the defect judgment result as a second defect judgment result;
the comprehensive judging module is used for carrying out difference judgment on the first defect judging result and the second defect judging result, and if the difference between the first defect judging result and the second defect judging result is within a preset range, the comprehensive judging module is used for judging whether the first defect judging result or the second defect judging result is right.
In the above scheme, through the data interaction cooperation among the reading comparison analysis system, the image acquisition matching system and the comprehensive judgment module, the first defect judgment result generated by the reading comparison analysis system on line and the second defect judgment result generated by the image acquisition matching system on line are subjected to difference judgment, when the difference between the first defect judgment result and the second defect judgment result is within a preset range, the comprehensive judgment module takes the first defect judgment result or the second defect judgment result as a criterion, and when the difference between the first defect judgment result and the second defect judgment result is not within the preset range, the related staff can carry out manual screening again, so that the manpower consumption is reduced as much as possible, and the reliability of the intelligent defect inspection result of the design drawing is higher.
Further, as shown in fig. 2, the image pick-up unit of the design drawing comprises a high-definition camera, an image brightness detection module, an auxiliary illumination adjustment module and a control module, wherein the control module is respectively connected with the high-definition camera, the image brightness detection module and the auxiliary illumination adjustment module;
the high-definition camera is used for acquiring a real-time design drawing image from a visual terminal carrying drawing software;
the image brightness detection module is used for detecting whether the image brightness of the real-time design drawing image is abnormal or not;
the auxiliary illumination adjusting module is used for adjusting the illuminance of the environment where the high-definition camera is located.
Further, the control module controls the high-definition camera and the image brightness detection module to be normally open;
when the image brightness detection module detects that the image brightness of the real-time design drawing image is abnormal, the control module controls the auxiliary illumination adjustment module to be started.
In the above scheme, when the image acquisition matching system generates the second defect judgment result on line, the high-definition camera is influenced by the shooting angle of the high-definition camera and the illuminance of the environment where the high-definition camera is positioned when acquiring the real-time design image.
Further, the design image shooting unit further comprises an image reflection detection module, and the image reflection detection module is connected with the control module;
the image reflection detection module is used for detecting whether the real-time design image has a reflection phenomenon or not.
Further, the design image shooting unit further comprises an illumination moving module, and the illumination moving module is connected with the control module;
the illumination moving module is used for moving the auxiliary illumination adjusting module when the image reflection detecting module detects that the real-time design image has the reflection phenomenon, so that the reflection phenomenon of the real-time design image is eliminated.
In the scheme, because in actual operation, the reflection phenomenon exists on the image when the high-definition camera acquires the real-time design image, the image reflection detection module is designed to detect the image reflection phenomenon, and when the image reflection phenomenon is detected, the auxiliary illumination adjustment module is moved through the illumination moving module, so that the image reflection phenomenon can be avoided.
Further, the design image shooting unit further comprises an obstacle detection module, and the obstacle detection module is connected with the control module;
the obstacle detection module is used for detecting whether an obstacle exists between the high-definition camera and the visual terminal.
Further, the design drawing image shooting unit further comprises a voice prompt module, and the voice prompt module is connected with the control module;
the voice prompt module is used for carrying out corresponding voice prompt when the obstacle detection module detects that an obstacle exists between the high-definition camera and the visual terminal.
In the above scheme, in the actual operation process, as movable objects or related staff in an office area may exist between the high-definition camera and the visual terminal, the optical path between the high-definition camera and the visual terminal is blocked, and therefore, the above situation can be overcome by designing a matching scheme of the obstacle detection module and the voice prompt module.
The intelligent checking method for the defects of the design drawings of the design enterprises adopts the intelligent checking platform for the defects of the design drawings of the design enterprises to carry out intelligent checking for the defects of the design drawings.
The above is a preferred embodiment of the present invention, and all changes made according to the technical solution of the present invention belong to the protection scope of the present invention when the generated functional effects do not exceed the scope of the technical solution of the present invention.
Claims (8)
1. The intelligent inspection system for the defects of the design drawings of the design enterprises is characterized by comprising a reading comparison analysis system, an image acquisition matching system and a comprehensive judgment module; wherein,,
the reading comparison analysis system comprises a design drawing data acquisition unit, a design drawing data comparison unit and a design drawing defect generation unit;
the design drawing data acquisition unit is used for acquiring real-time design drawing data from drawing software of the design drawing;
the design drawing data comparison unit is used for carrying out comparison analysis on the real-time design drawing data and pre-stored standard design drawing data, obtaining comparison analysis results, and marking the comparison analysis results as first comparison analysis results;
the design drawing defect generating unit is used for generating a defect judging result of the design drawing according to the first comparison analysis result and marking the defect judging result as a first defect judging result;
the image acquisition matching system comprises a design image shooting unit, a design image comparison unit and a design defect identification unit;
the design drawing image shooting unit is used for acquiring real-time design drawing images from a visual terminal carrying drawing software in a shooting mode;
the design drawing image comparison unit is used for carrying out comparison analysis on the real-time design drawing image and a pre-stored standard design drawing image, obtaining a comparison analysis result and marking the comparison analysis result as a second comparison analysis result;
the design drawing defect identification unit is used for generating a defect judgment result of the design drawing according to the second comparison analysis result and marking the defect judgment result as a second defect judgment result;
the comprehensive judging module is used for carrying out difference judgment on the first defect judging result and the second defect judging result, and if the difference between the first defect judging result and the second defect judging result is within a preset range, the comprehensive judging module is used for judging whether the first defect judging result or the second defect judging result is right.
2. The intelligent inspection system for defects of the design drawings of the design enterprises according to claim 1, wherein the image pick-up unit of the design drawings comprises a high-definition camera, an image brightness detection module, an auxiliary illumination adjustment module and a control module, and the control module is respectively connected with the high-definition camera, the image brightness detection module and the auxiliary illumination adjustment module;
the high-definition camera is used for acquiring a real-time design drawing image from a visual terminal carrying drawing software;
the image brightness detection module is used for detecting whether the image brightness of the real-time design drawing image is abnormal or not;
the auxiliary illumination adjusting module is used for adjusting the illuminance of the environment where the high-definition camera is located.
3. The intelligent inspection system for defects of design drawings for design enterprises according to claim 2, wherein the control module controls the high-definition camera and the image brightness detection module to be normally open;
when the image brightness detection module detects that the image brightness of the real-time design drawing image is abnormal, the control module controls the auxiliary illumination adjustment module to be started.
4. The intelligent inspection system for defects in design drawings of design enterprises according to claim 3, wherein the image pick-up unit for design drawings further comprises an image reflection detection module, the image reflection detection module is connected with the control module;
the image reflection detection module is used for detecting whether the real-time design image has a reflection phenomenon or not.
5. The intelligent inspection system for design defects of design enterprises according to claim 4, wherein the design image photographing unit further comprises an illumination moving module, wherein the illumination moving module is connected with the control module;
the illumination moving module is used for moving the auxiliary illumination adjusting module when the image reflection detecting module detects that the real-time design image has the reflection phenomenon, so that the reflection phenomenon of the real-time design image is eliminated.
6. The intelligent inspection system for design defects of design enterprises according to claim 5, wherein the design image photographing unit further comprises an obstacle detection module, the obstacle detection module being connected with the control module;
the obstacle detection module is used for detecting whether an obstacle exists between the high-definition camera and the visual terminal.
7. The intelligent inspection system for defects in design drawings of design enterprises according to claim 6, wherein the image pick-up unit of the design drawings further comprises a voice prompt module, wherein the voice prompt module is connected with the control module;
the voice prompt module is used for carrying out corresponding voice prompt when the obstacle detection module detects that an obstacle exists between the high-definition camera and the visual terminal.
8. A design defect intelligent inspection method for a design enterprise, characterized in that the design defect intelligent inspection system for the design enterprise is adopted for performing design defect intelligent inspection according to any one of claims 1-7.
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Citations (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2006201135A (en) * | 2005-01-24 | 2006-08-03 | Nikon Corp | Defect inspection device, defect inspection method, and defect inspection program |
JP2007249900A (en) * | 2006-03-20 | 2007-09-27 | System Meisei Kk | Design drawing inspection program |
JP6218094B1 (en) * | 2016-04-15 | 2017-10-25 | Jeインターナショナル株式会社 | Inspection method, inspection apparatus, inspection program, and recording medium |
CN110089851A (en) * | 2019-05-17 | 2019-08-06 | 南阳理工学院 | A kind of environment art design Interior design of architecture multifunctional drawing platform |
CN110473249A (en) * | 2019-07-12 | 2019-11-19 | 平安普惠企业管理有限公司 | A kind of control methods, device and the terminal device of web user interface and design original text |
CN111046462A (en) * | 2019-11-27 | 2020-04-21 | 湖南城市学院 | Drawing display system and method for outdoor building design |
JP2020166468A (en) * | 2019-03-29 | 2020-10-08 | オリンパス株式会社 | Inspection support system, inspection support device, inspection support method and inspection support program |
CN111858698A (en) * | 2020-06-02 | 2020-10-30 | 深圳市鼎盛光电有限公司 | Data checking method, data checking device and terminal equipment |
CN112182263A (en) * | 2020-12-02 | 2021-01-05 | 西安热工研究院有限公司 | Image processing method and system for power generation equipment engineering drawing and processing equipment |
CN112288723A (en) * | 2020-10-30 | 2021-01-29 | 北京市商汤科技开发有限公司 | Defect detection method, defect detection device, computer equipment and storage medium |
CN113656881A (en) * | 2021-09-01 | 2021-11-16 | 上海敏恩室内设计咨询有限公司 | Indoor design drawing system |
KR20220085150A (en) * | 2020-12-15 | 2022-06-22 | 주식회사 동우 이앤씨 | Intelligent construction site management supporting system server and method based extended reality |
CN114742522A (en) * | 2022-03-31 | 2022-07-12 | 烟台市勘察设计审查服务中心有限责任公司 | Method, system, device and storage medium for automatically comparing survey design drawings |
CN115049371A (en) * | 2022-07-14 | 2022-09-13 | 烟台建联勘察设计审查服务中心 | Construction drawing pattern-die linkage examination marking method, system, device and storage medium |
CN115580772A (en) * | 2022-11-24 | 2023-01-06 | 中国市政工程西南设计研究总院有限公司 | Optical data intelligent statistical device for resource recovery |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9495736B2 (en) * | 2014-02-03 | 2016-11-15 | Prosper Creative Co., Ltd. | Image inspecting apparatus and image inspecting program |
US20200302661A1 (en) * | 2019-03-22 | 2020-09-24 | Fujitsu Limited | Information processing apparatus, computer-readable recording medium, and drawing creation support method |
-
2023
- 2023-03-06 CN CN202310205878.8A patent/CN116071356B/en active Active
Patent Citations (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2006201135A (en) * | 2005-01-24 | 2006-08-03 | Nikon Corp | Defect inspection device, defect inspection method, and defect inspection program |
JP2007249900A (en) * | 2006-03-20 | 2007-09-27 | System Meisei Kk | Design drawing inspection program |
JP6218094B1 (en) * | 2016-04-15 | 2017-10-25 | Jeインターナショナル株式会社 | Inspection method, inspection apparatus, inspection program, and recording medium |
JP2020166468A (en) * | 2019-03-29 | 2020-10-08 | オリンパス株式会社 | Inspection support system, inspection support device, inspection support method and inspection support program |
CN110089851A (en) * | 2019-05-17 | 2019-08-06 | 南阳理工学院 | A kind of environment art design Interior design of architecture multifunctional drawing platform |
CN110473249A (en) * | 2019-07-12 | 2019-11-19 | 平安普惠企业管理有限公司 | A kind of control methods, device and the terminal device of web user interface and design original text |
CN111046462A (en) * | 2019-11-27 | 2020-04-21 | 湖南城市学院 | Drawing display system and method for outdoor building design |
CN111858698A (en) * | 2020-06-02 | 2020-10-30 | 深圳市鼎盛光电有限公司 | Data checking method, data checking device and terminal equipment |
CN112288723A (en) * | 2020-10-30 | 2021-01-29 | 北京市商汤科技开发有限公司 | Defect detection method, defect detection device, computer equipment and storage medium |
CN112182263A (en) * | 2020-12-02 | 2021-01-05 | 西安热工研究院有限公司 | Image processing method and system for power generation equipment engineering drawing and processing equipment |
KR20220085150A (en) * | 2020-12-15 | 2022-06-22 | 주식회사 동우 이앤씨 | Intelligent construction site management supporting system server and method based extended reality |
CN113656881A (en) * | 2021-09-01 | 2021-11-16 | 上海敏恩室内设计咨询有限公司 | Indoor design drawing system |
CN114742522A (en) * | 2022-03-31 | 2022-07-12 | 烟台市勘察设计审查服务中心有限责任公司 | Method, system, device and storage medium for automatically comparing survey design drawings |
CN115049371A (en) * | 2022-07-14 | 2022-09-13 | 烟台建联勘察设计审查服务中心 | Construction drawing pattern-die linkage examination marking method, system, device and storage medium |
CN115580772A (en) * | 2022-11-24 | 2023-01-06 | 中国市政工程西南设计研究总院有限公司 | Optical data intelligent statistical device for resource recovery |
Non-Patent Citations (5)
Title |
---|
State of the Art in Defect Detection Based on Machine Vision;Zhonghe Ren 等;《International Journal of Precision Engineering and Manufacturing-Green Technology》;661-691 * |
图纸比对技术在图纸审查系统中的研究与应用;周亚;《计算机产品与流通》;105 * |
基于Skyline的城市规划三维辅助决策系统主要功能实现;陈政文;《中国优秀硕士学位论文全文数据库 基础科学辑》;A008-87 * |
基于背景连通域的印刷线路板缺陷定位及识别;梅梦丽;《中国优秀硕士学位论文全文数据库 信息科技辑》;I135-940 * |
工程图纸中字符检测与识别方法的研究;蒋檬凡;《中国优秀硕士学位论文全文数据库信息科技辑》;I138-626 * |
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