{"id":534,"date":"2025-11-25T12:55:07","date_gmt":"2025-11-25T12:55:07","guid":{"rendered":"https:\/\/baseon.ai\/?page_id=534"},"modified":"2025-11-27T01:24:27","modified_gmt":"2025-11-27T01:24:27","slug":"%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84%ec%9d%84-%ed%86%b5%ed%95%9c-%ed%92%88%ec%a7%88%ea%b2%80%ec%82%ac","status":"publish","type":"page","link":"https:\/\/baseon.ai\/?page_id=534&lang=en","title":{"rendered":"Machine Vision\u2013Based Quality Inspection"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:5%;padding-left:0px;margin-top: 20px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-1 fusion-one-full fusion-column-first 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7px;background-color:#fff;color:#808080;}#menu-widget-9 ul li.fusion-active-cart-icon .fusion-widget-cart-icon:after{color:#fff;}<\/style><nav class=\"fusion-widget-menu\"><ul id=\"menu-sub4_eng\" class=\"menu\"><li id=\"menu-item-621\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-621\"><a href=\"https:\/\/baseon.ai\/?page_id=537&#038;lang=en\">Big Data Analysis &#038; Visualization<\/a><\/li><li id=\"menu-item-620\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-620\"><a href=\"https:\/\/baseon.ai\/?page_id=534&#038;lang=en\">Machine Vision\u2013Based Quality Inspection<\/a><\/li><li id=\"menu-item-622\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-622\"><a href=\"https:\/\/baseon.ai\/?page_id=541&#038;lang=en\">Equipment Predictive Maintenance &#038; Anomaly Detection<\/a><\/li><li id=\"menu-item-623\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-623\"><a 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top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\">\n\t\t\t\t\t\t<style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-1{margin-top:0px!important;margin-bottom:15px!important;}}<\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-center fusion-title-size-three t1 Isamanru\" style=\"font-size:55px;margin-top:0px;margin-bottom:30px;\"><h3 class=\"title-heading-center\" style=\"margin:0;font-size:1em;color:#333333;\">Machine Vision\u2013Based Quality Inspection<\/h3><\/div><div class=\"fusion-clearfix\"><\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div  data-animationType=fadeInLeft data-animationDuration=0.7 data-animationOffset=100% class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-3 fusion-one-half fusion-column-first fusion-animated 1_2\"  style='margin-top:0px;margin-bottom:20px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'>\n\t\t\t\t\t<div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\">\n\t\t\t\t\t\t<span style=\"-webkit-border-radius:10px;-moz-border-radius:10px;border-radius:10px;\" class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0201.png\" width=\"635\" height=\"496\" alt=\"\" title=\"\" class=\"img-responsive wp-image-319\" srcset=\"https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0201-200x156.png 200w, https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0201-400x312.png 400w, https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0201-600x469.png 600w, https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0201.png 635w\" sizes=\"auto, (max-width: 800px) 100vw, 635px\" \/><\/span><div class=\"fusion-clearfix\"><\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div  data-animationType=fadeInRight data-animationDuration=0.6 data-animationOffset=100% class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-4 fusion-one-half fusion-column-last fusion-animated 1_2\"  style='margin-top:0px;margin-bottom:20px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'>\n\t\t\t\t\t<div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\">\n\t\t\t\t\t\t<style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-2{margin-top:0px!important;margin-bottom:5px!important;}}<\/style><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-size-four t2 Isamanru\" style=\"font-size:35px;margin-top:0px;margin-bottom:10px;\"><h4 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#355887;\">Problems of manual quality inspection<\/h4><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-single sep-solid\" style=\"border-color:#e0dede;border-top-width:1px;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;\"><\/div><div class=\"fusion-text\"><p><strong style=\"font-size: 1.1em; color: #111; font-weight: 500;\">Sample inspection<\/strong><br \/>\n&#8211; Possible only in cases with a high probability of occurrence<br \/>\n&#8211; Delayed recognition of quality changes due to changes in manufacturing process conditions<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-single sep-solid\" style=\"border-color:#e0dede;border-top-width:1px;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;\"><\/div><div class=\"fusion-text\"><p><strong style=\"font-size: 1.1em; color: #111; font-weight: 500;\">Full inspection<\/strong><br \/>\n&#8211; Labor cost<br \/>\n&#8211; Months of training required for the person in charge<br \/>\n&#8211; Frequent employee turnover occurs<br \/>\n&#8211; Inspection speed affects product production capacity<br \/>\n&#8211; Different results depending on various factors such as work time, day of the week, and individual differences<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-single sep-solid\" style=\"border-color:#e0dede;border-top-width:1px;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;\"><\/div><div class=\"fusion-clearfix\"><\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div  data-animationType=fadeInRight data-animationDuration=0.7 data-animationOffset=100% class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-5 fusion-one-half fusion-column-first fusion-animated 1_2\"  style='margin-top:0px;margin-bottom:20px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'>\n\t\t\t\t\t<div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\">\n\t\t\t\t\t\t<style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-3{margin-top:0px!important;margin-bottom:5px!important;}}<\/style><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-size-four t2 Isamanru\" style=\"font-size:35px;margin-top:0px;margin-bottom:10px;\"><h4 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#355887;\">Visual Insights<\/h4><\/div><div class=\"fusion-text\"><p>&#8211; By applying deep learning\u2013based analysis technology, higher accuracy can be achieved<br \/>\n&#8211; Possible to apply analysis for new products and scenarios with several days of training<br \/>\n&#8211; Easy to apply and expand \u2013 can be applied to any type of image<br \/>\n&#8211; Costs can be reduced by using general-purpose hardware<br \/>\n&#8211; No downtime is required for upgrades using Cloud technology<br \/>\n&#8211; A big-data analysis platform for not only fragmentary inspection but also optimization scenarios across multiple work units<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-none\" style=\"margin-left: auto;margin-right: auto;margin-top:;margin-bottom:5%;\"><\/div><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-4{margin-top:0px!important;margin-bottom:5px!important;}}<\/style><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-size-four t2 Isamanru\" style=\"font-size:35px;margin-top:0px;margin-bottom:10px;\"><h4 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#355887;\">PCB-Vision<\/h4><\/div><div class=\"fusion-text\"><p>&#8211; Quality defect vision inspection solution<br \/>\n&#8211; Practical application possible with simple additional data training based on learned algorithms<br \/>\n&#8211; Compatible with existing inspection equipment and applications<br \/>\n&#8211; Detects defects that may be missed by visual inspection with close to 99% accuracy<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-none\" style=\"margin-left: auto;margin-right: auto;margin-top:;margin-bottom:5%;\"><\/div><style type=\"text\/css\">@media only screen and (max-width:800px) {.fusion-title.fusion-title-5{margin-top:0px!important;margin-bottom:5px!important;}}<\/style><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-size-four t2 Isamanru\" style=\"font-size:35px;margin-top:0px;margin-bottom:10px;\"><h4 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#355887;\">Application Areas<\/h4><\/div><div class=\"fusion-text\"><p>&#8211; PCB, FPCB quality (vision) inspection<br \/>\n&#8211; Deep learning solutions can be applied in various fields where machine vision is used<br \/>\n&#8211; More than 10% improvement in defect detection rate compared to existing machine vision (varies depending on application area)<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div  data-animationType=fadeInLeft data-animationDuration=0.7 data-animationOffset=100% class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-6 fusion-one-half fusion-column-last fusion-animated 1_2\"  style='margin-top:0px;margin-bottom:20px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'>\n\t\t\t\t\t<div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\">\n\t\t\t\t\t\t<span style=\"-webkit-border-radius:10px;-moz-border-radius:10px;border-radius:10px;\" class=\"fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0202.png\" width=\"543\" height=\"812\" alt=\"\" title=\"\" class=\"img-responsive wp-image-320\" srcset=\"https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0202-200x299.png 200w, https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0202-400x598.png 400w, https:\/\/baseon.ai\/wp-content\/uploads\/2025\/11\/img04_0202.png 543w\" sizes=\"auto, (max-width: 800px) 100vw, 543px\" \/><\/span><div class=\"fusion-clearfix\"><\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":531,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"class_list":["post-534","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/pages\/534","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/baseon.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=534"}],"version-history":[{"count":5,"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/pages\/534\/revisions"}],"predecessor-version":[{"id":776,"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/pages\/534\/revisions\/776"}],"up":[{"embeddable":true,"href":"https:\/\/baseon.ai\/index.php?rest_route=\/wp\/v2\/pages\/531"}],"wp:attachment":[{"href":"https:\/\/baseon.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}