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Vision inspection management method and vision inspection system

A visual inspection and visual technology, applied in the field of artificial intelligence systems, can solve problems such as not making a determination

Pending Publication Date: 2020-09-15
SAMSUNG ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

No determination has been made, and no assertion is made, as to whether any of the foregoing would be applicable as prior art with respect to the present disclosure

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  • Vision inspection management method and vision inspection system
  • Vision inspection management method and vision inspection system
  • Vision inspection management method and vision inspection system

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Embodiment Construction

[0028] Aspects of the present disclosure are to address at least the above-mentioned problems and / or disadvantages and to provide at least the advantages described below. Accordingly, an aspect of the present disclosure is to provide a visual inspection management method and a processing management device therefor for improving the efficiency of visual inspection by intensively performing visual inspection on a specific area of ​​an object using an artificial intelligence (AI) model and processing data .

[0029] Additional aspects will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the presented embodiments.

[0030] According to an aspect of the present disclosure, there is provided a method of managing visual inspection using an artificial intelligence (AI) model performed by a process management device. The method includes obtaining first process data related to a first manufacturi...

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Abstract

A method, performed by a process management apparatus, of managing vision inspection using an artificial intelligence (AI) model and an apparatus therefor are provided. The method includes obtaining first process data related to a first manufacturing process through which a first object passes, identifying a first region on which intensive inspection is to be performed in an entire region of the first object using the AI model and the first process data, controlling a first vision inspector to inspect the identified first region, and determining whether a defect is present in the identified first region.

Description

technical field [0001] The present disclosure relates to an artificial intelligence (AI) system and applications thereof that simulate functions of human brains such as recognition and judgment by utilizing machine learning algorithms such as deep learning. More specifically, the present disclosure relates to visual inspection management methods and systems using AI models. Background technique [0002] Artificial intelligence (AI) systems are computer systems that achieve human-level intelligence. Unlike existing rule-based intelligent systems, AI systems are systems that train, make decisions, and become increasingly intelligent on their own. The more the AI ​​system is used, the more the recognition rate of the AI ​​system can be improved, and the AI ​​system can understand user preferences more accurately, and therefore, the existing rule-based intelligent systems are gradually replaced by deep learning-based AI systems . [0003] AI technology refers to machine learn...

Claims

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Application Information

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IPC IPC(8): G01N21/88G06N3/08G01N21/01
CPCG06T2207/20016G06T2207/20081G06T2207/20084G06T2207/30164G06T2207/10004G06N3/084G06T7/0004G01N21/8851G06N3/08G01N2021/8887G01N2021/0143G06T7/0008G06T7/001G06N20/00
Inventor 曹治铉尹畅培郑镇国
Owner SAMSUNG ELECTRONICS CO LTD