{"id":3667,"date":"2025-02-28T16:58:20","date_gmt":"2025-02-28T07:58:20","guid":{"rendered":"https:\/\/pamtek.com\/?page_id=3667"},"modified":"2025-03-05T11:49:54","modified_gmt":"2025-03-05T02:49:54","slug":"ai-vision","status":"publish","type":"page","link":"https:\/\/pamtek.com\/eng\/progressive\/ai-vision\/","title":{"rendered":"AI Vision"},"content":{"rendered":"<div id=\"pl-3667\"  class=\"panel-layout\" ><div id=\"pg-3667-0\"  class=\"panel-grid panel-has-style\" ><div class=\"sub_banner siteorigin-panels-stretch panel-row-style panel-row-style-for-3667-0\" data-stretch-type=\"full\" ><div id=\"pgc-3667-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-3667-0-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"0\" ><h3 class=\"widget-title\">PROGRESSIVE<\/h3><div class=\"textwidget custom-html-widget\">Incremental and Progressive PAMTEK\n<small>Progressive: Improvement or elevation in degree or level; pursuing social change and development<\/small><\/div><\/div><\/div><\/div><\/div><div id=\"pg-3667-1\"  class=\"panel-grid panel-has-style\" ><div class=\"sub_nav_wrap siteorigin-panels-stretch panel-row-style panel-row-style-for-3667-1\" data-stretch-type=\"full\" ><div id=\"pgc-3667-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-3667-1-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"1\" ><div class=\"textwidget custom-html-widget\"><ul class=\"container\">\n<li>\n<a href=\"\/eng\/home\/\"><i class=\"home\"><\/i><\/a>\n<\/li>\n\t\n<li class=\"lnb1\">PROGRESSIVE\n<ul class=\"menu5\"><li><a href=\"\/eng\/company\/\">COMPANY<\/a><\/li><li><a href=\"\/eng\/business\/\">BUSINESS<\/a><\/li><li class=\"sel\"><a href=\"\/eng\/progressive\/\">PROGRESSIVE<\/a><\/li><li><a href=\"\/eng\/ir\/\">IR<\/a><\/li><li><a href=\"\/eng\/pr-center\/\">PR CENTER<\/a><\/li><\/ul>\n<\/li>\n\n<li class=\"lnb2\">AI Vision\n<ul class=\"lnb-company menu4\"><li><a href=\"\/eng\/progressive\/core-technology\/\">Core Technology<\/a><\/li><li class=\"sel\"><a href=\"\/eng\/progressive\/ai-vision\/\">AI Vision<\/a><\/li><li><a href=\"\/eng\/progressive\/handling-system\/\">Handling System<\/a><\/li><li><a href=\"\/eng\/progressive\/intellectual\/\">Intellectual Property Rights<\/a><\/li><\/ul>\n<\/li>\n<\/ul>\t\t\n\n\n\n\n\n\n\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-3667-2\"  class=\"panel-grid panel-has-style\" ><div class=\"sec_tb eng panel-row-style panel-row-style-for-3667-2\" ><div id=\"pgc-3667-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-3667-2-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"2\" ><h3 class=\"widget-title\">AI Vision<\/h3><div class=\"textwidget custom-html-widget\"><h4 class=\"sec_top\">Introducing PAMTEK's AI (Deep Learning) Vision<\/h4>\n<p class=\"pt10\">PAMTEK's AI Vision is developed based on computer vision and deep learning technologies, and it is expanding its applications in various business sectors.<\/p>\n\n<div class=\"ai_case pt10\">\n<h5 class=\"pt40\">Applicable Use Cases<\/h5>\t\n<ul>\n<li class=\"pt5\">Inspection of the presence or absence of specific parts of materials, e.g., bolt fastening, semiconductor chip presence, contamination checks<\/li> \n\t<li>Visual inspection, e.g., foreign object detection in products, defect inspection of specific materials<\/li>\n<\/ul>\n<\/div>\t<\/div><\/div><\/div><div id=\"pgc-3667-2-1\"  class=\"panel-grid-cell\" ><div id=\"panel-3667-2-1-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"3\" ><div class=\"textwidget custom-html-widget\"><img src=\"\/wp-content\/uploads\/pamtek\/ai_ui.png\" class=\"ai_ui\" alt=\"ai deep vision screen\">\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-3667-3\"  class=\"panel-grid panel-has-style\" ><div class=\"sec_tb eng panel-row-style panel-row-style-for-3667-3\" ><div id=\"pgc-3667-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-3667-3-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"4\" ><div class=\"textwidget custom-html-widget\"><div class=\"ai_feature eng\">\n<h5 class=\"pt40\">Features<\/h5>\n<ul>\n<li class=\"pt5\">Dualization of learning program (using learning PC) and inference program (using equipment PC)<\/li>\n<li>Linkage of file management structure of each program for convenient learning\/inference<\/li>\n<li>Capable of integrating (Hybrid) Deep Learning inference program with Rule-based program method<\/li>\n<li>Capable of optimizing Hyper Parameter using visualization tool<\/li>\n<\/ul>\n<\/div>\n\n<h5 class=\"pt40 pb10\">Advantages<\/h5>\t\n<div class=\"ai01 advantage\">\n<div class=\"left\"><strong>1<\/strong>Supplements technical drawbacks of Rule-based exterior inspection<\/div>\n<div class=\"right\">\n<ul>\n<li class=\"pt5\">Inspection based on object detection<\/li>\n<li>Supplements the technical drawback of Rule-based exterior inspection with probability\/statistics based inspection method<\/li>\n<li>Directly applicable to a production site with only the learning of image to be inspected, shortening setup period<\/li>\n<li>Used in immediate inspection process with just learning stage (Deep Learning) without modifying program and inspection algorithm according to changes of inspection target<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n<div class=\"ai02 advantage\">\n<div class=\"left\"><strong>2<\/strong>Efficiency improvement of quality control<\/div>\n<div class=\"right\">\n<ul>\n<li class=\"pt5\">Fast response conforming to QC\/QA operating standards of dynamic production sites<\/li>\n<li>Capable of  direct management of the defect status of inspection target in the quality control department  <\/li> \n<li>Capable of performing inspections without additional deployment of software engineers when additional inspection items occur<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n<div class=\"ai03 advantage\">\n<div class=\"left\"><strong>3<\/strong>Convenient user interface<\/div>\n<div class=\"right\">\n<ul>\n<li class=\"pt5\">Provides a user-friendly UI for the learning program and the inference program<\/li>\n<li>Intuitive UI capable of quick response conforming to QC\/QA operating standards<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n<div class=\"ai_effect\">\n<h5 class=\"pt40 pb10\">Benefits of Implementation<\/h5>\t\t\n<ul> \n<li class=\"pt5\">Improved real-time detection and<br\/>processing speed<\/li> \n<li>Reduced setup time<\/li>\n<li>Enhanced accuracy and consistency in defect detection<\/li> \n\t<li>Cost reduction<\/li> \n\t<li>Predictive defect prevention<\/li> \n\t<li>Improved quality and<br\/>efficiency in management<\/li> <\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>PROGRESSIVEIncremental and Progressive PAMTEK Progressive: Improvement or elevation in degree or level; pursuing social change and development PROGRESSIVE COMPANYBUSINESSPROGRESSIVEIRPR CENTER AI Vision Core TechnologyAI VisionHandling SystemIntellectual Property Rights AI VisionIntroducing PAMTEK&#8217;s AI (Deep Learning) Vision PAMTEK&#8217;s AI Vision is developed&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":119,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Vision - PAMTEK English<\/title>\n<meta name=\"description\" content=\"\ud338\ud14d\uc758 AI Vision\uc740 \ucef4\ud4e8\ud130\ube44\uc804\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c \uac1c\ubc1c\ub418\uc5c8\uc73c\uba70, \ub2e4\uc591\ud55c \uc0ac\uc5c5\ubd84\uc57c\uc5d0\uc11c \uc801\uc6a9\uc744 \ud655\ub300\ud574 \ub098\uac00\uace0 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