Digital production detection system, method, device and equipment and storage medium
A technology for production equipment and inspection systems, applied in the field of digital production inspection systems, can solve problems such as low inspection efficiency, prone to false detection or missed inspection, etc., and achieve the effects of improving production efficiency, accuracy, and defect detection efficiency.
Active Publication Date: 2021-09-17
ALIBABA (CHINA) CO LTD
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However, the manual detection method is not only low in detection efficiency, but also prone to false detection or missed detection.
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[0018] In order to make the objectives, technical solutions and advantages of the present application clearer, the technical solutions of the present application will be clearly and completely described below with reference to the specific embodiments of the present application and the corresponding drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.
[0019] In the prior art, the manual detection method not only has low detection efficiency, but also is prone to false detection or missed detection. To this end, an embodiment of the present application provides a digital production inspection system, which includes a central scheduling node, and a production equipment deployed i...
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The embodiment of the invention provides a digital production detection system, method, device and equipment and a storage medium. In the embodiment of the invention, the image blocks are obtained based on feature cutting, and defect detection is carried out from the granularity of the image blocks, so that automatic defect detection can be carried out on products produced by a digital factory, and the defect detection efficiency is improved; in addition, defect detection is carried out on the image blocks with the suspected defect sub-regions, wherein as the background information contained in the image block is reduced, the suspected flaw area is relatively amplified, so that the tiny flaw in the product can be more effectively positioned, the accuracy of the flaw detection result is improved, and the probability of false detection or missing detection events is reduced. Furthermore, the production efficiency of a digital factory can be improved.
Description
technical field [0001] The present application relates to the technical field of intelligent manufacturing, and in particular, to a digital production detection system, method, device, device and storage medium. Background technique [0002] With the continuous development of cloud computing, Internet of Things, artificial intelligence and other technologies, more and more digital factories have emerged. The digital factory can realize the data processing of the whole production chain from raw material procurement, product design, production and processing; it can also manufacture according to the flexible manufacturing mode. Among them, the flexible manufacturing mode refers to the reform of system structure, personnel organization, operation mode and marketing, etc., so that the production system can quickly adapt to changes in market demand, while eliminating redundant and useless losses, and strive to achieve greater benefit. Under the flexible manufacturing model, the...
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IPC IPC(8): G01N21/88G01N21/956G06T7/00B07C5/342
CPCG01N21/8851G01N21/95607G06T7/0004B07C5/342G01N2021/8887
Inventor 方无迪陈怡姿何梁博孙凯
Owner ALIBABA (CHINA) CO LTD