{"id":11447,"date":"2025-05-09T16:03:33","date_gmt":"2025-05-09T16:03:33","guid":{"rendered":"https:\/\/robovision.digital-media.gr\/?page_id=11447"},"modified":"2026-11-02T07:28:48","modified_gmt":"2026-11-02T07:28:48","slug":"deep-learning","status":"publish","type":"page","link":"https:\/\/robovision.gr\/en\/solutions\/deep-learning\/","title":{"rendered":"Deep Learning"},"content":{"rendered":"\t\t
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Deep Learning for Visual Inspection & Defect Detection<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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In some production applications, defects or deviations can vary significantly and may be difficult to describe using fixed inspection rules.<\/p>

Machine vision systems with deep learning are trained using example images to recognize patterns, characteristics and deviations. This makes them suitable for complex visual inspection applications where conventional rule-based machine vision methods may not always be sufficient.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Deep learning applications in production<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tDefect Detection\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tDetection of complex or variable defects that may be difficult to describe using predefined inspection rules.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\tClassification of products or components according to visual characteristics used during system training.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tObject Detection\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tDetection of specific objects or features within an image for inspection and automation applications.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tVisual Feature Inspection\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tEvaluation of characteristics such as appearance, texture or other visual deviations depending on the requirements of the application.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Production line integration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The appropriate deep learning solution depends on the product, the type of defects or characteristics to be identified, sample variability and application conditions.<\/p>

At Robovision, we analyze the application, collect and evaluate suitable image samples, and integrate the machine vision solution into the production process.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Deep Learning for Visual Inspection & Defect Detection In some production applications, defects or deviations can vary significantly and may<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":11335,"menu_order":69,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-11447","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/pages\/11447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/comments?post=11447"}],"version-history":[{"count":40,"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/pages\/11447\/revisions"}],"predecessor-version":[{"id":16535,"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/pages\/11447\/revisions\/16535"}],"up":[{"embeddable":true,"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/pages\/11335"}],"wp:attachment":[{"href":"https:\/\/robovision.gr\/en\/wp-json\/wp\/v2\/media?parent=11447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}