{"id":6855,"date":"2026-01-23T10:10:32","date_gmt":"2026-01-23T10:10:32","guid":{"rendered":"https:\/\/www.leadintelligent.com\/en\/?p=6855"},"modified":"2026-03-30T08:20:42","modified_gmt":"2026-03-30T08:20:42","slug":"leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d","status":"publish","type":"post","link":"https:\/\/www.leadintelligent.com\/en\/leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d\/","title":{"rendered":"LEAD\u2019s AOI Equipment Sets a New Quality Benchmark with \u201cAI + 3D\u201d"},"content":{"rendered":"<p><span data-font-family=\"default\">Driven by rapid advances in technologies such as 5G and artificial intelligence, electronic products\u2014including smartphones and wearable devices\u2014are evolving toward increasingly diverse form factors and significantly more complex internal structures.<\/span><\/p>\n<p><span data-font-family=\"default\">As a critical structural component, the smartphone mid-frame requires extremely stringent inspection standards for both appearance quality and auxiliary material processes.<\/span><\/p>\n<p><span data-font-family=\"default\">Against the ICT industry\u2019s relentless pursuit of product consistency and high yield rates, traditional inspection methods and conventional automation solutions often struggle with efficiency bottlenecks and high false detection rates. The market urgently requires intelligent inspection systems capable of adapting to complex manufacturing processes while delivering higher stability and accuracy\u2014particularly for large-scale precision manufacturing.<\/span><\/p>\n<p><span data-font-family=\"default\">In response, a subsidiary of Lead Intelligent Equipment (hereafter referred to as LEAD), L<\/span><span data-font-family=\"default\">E<\/span><span data-font-family=\"default\">A<\/span><span data-font-family=\"default\">D<\/span><span data-font-family=\"default\">T<\/span><span data-font-family=\"default\">E<\/span><span data-font-family=\"default\">C<\/span><span data-font-family=\"default\">H<\/span><span data-font-family=\"default\">, has introduced a 2D+3D defect inspection system for smartphone mid-frames centered on AOI technology. Powered by deeply integrated proprietary vision technologies, the system has been successfully deployed in appearance and auxiliary material inspection for electronic products such as smartphones, further strengthening LEAD\u2019s leadership in high-precision industrial AOI (Automated Optical Inspection).<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_67_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.leadintelligent.com\/en\/leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d\/#Technological_Breakthrough\" title=\"Technological Breakthrough\">Technological Breakthrough<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.leadintelligent.com\/en\/leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d\/#A_One-Stop_Solution_with_Full-Process_Closed_Loop\" title=\"A One-Stop Solution with Full-Process Closed Loop\">A One-Stop Solution with Full-Process Closed Loop<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.leadintelligent.com\/en\/leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d\/#Proven_Performance\" title=\"Proven Performance\">Proven Performance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.leadintelligent.com\/en\/leads-aoi-equipment-sets-a-new-quality-benchmark-with-ai-3d\/#Hard_Data_Demonstrates_Strong_Capabilities\" title=\"Hard Data Demonstrates Strong Capabilities\">Hard Data Demonstrates Strong Capabilities<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Technological_Breakthrough\"><\/span><b><span data-font-family=\"default\">Technological Breakthrough<\/span><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"A_One-Stop_Solution_with_Full-Process_Closed_Loop\"><\/span><b><span data-font-family=\"default\">A One-Stop Solution with Full-Process Closed Loop<\/span><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-font-family=\"default\">The newly launched system is not a conventional standalone AOI station. Instead, it is a fully integrated automated inspection system centered on AOI detection and enhanced by proprietary 2D + 3D vision capabilities, specifically customized for the complex manufacturing processes of smartphone mid-frames.<\/span><\/p>\n<p><span data-font-family=\"default\">The production line integrates multiple stations\u2014including loading, cleaning, two AOI inspection stations, and unloading\u2014creating a complete closed-loop process from surface pre-treatment to precise defect identification.<\/span><\/p>\n<p><span data-font-family=\"default\">To address the key challenges in mid-frame inspection, the system incorporates several proprietary core technologies:<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Self-developed 5-axis flying capture system<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> Breaking conventional viewing angle limitations to enable multi-dimensional imaging without blind spots.<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Multi-zone high-intensity lighting system<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> Designed to accurately capture microscopic defects while significantly improving imaging contrast.<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Humanoid-inspired high-efficiency cleaning mechanism<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> Featuring a 50Hz high-speed XYZ peristaltic motion platform, effectively eliminating false detections caused by dust contamination.<\/span><\/p>\n<p><span data-font-family=\"default\">Through production-line-level system integration and optimization of key process parameters, the solution has achieved industry-leading efficiency, providing strong support for customers exploring multiple technology pathways in advanced electronics manufacturing.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Proven_Performance\"><\/span><b><span data-font-family=\"default\">Proven Performance<\/span><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"Hard_Data_Demonstrates_Strong_Capabilities\"><\/span><b><span data-font-family=\"default\">Hard Data Demonstrates Strong Capabilities<\/span><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-font-family=\"default\">Leveraging a mature vision architecture and an intelligent data platform, the system has demonstrated outstanding operational stability on production lines, with key performance indicators significantly surpassing the industry average.<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Extreme Efficiency<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> Comprehensive inspection of more than 120 types of defects can be completed in just six seconds.<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Precision Quality Control<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> The missed defect rate is controlled within 0.5%, ensuring highly reliable inspection results.<\/span><\/p>\n<h4><b><span data-font-family=\"default\">Intelligent Analysis<\/span><\/b><\/h4>\n<p><span data-font-family=\"default\"> Combined with intelligent FA (Failure Analysis) software, the efficiency of data analysis has been doubled.<\/span><\/p>\n<p><span data-font-family=\"default\">To date, LEAD<\/span> <span data-font-family=\"default\">has delivered multiple inspection systems to leading enterprises in the industry, helping customers establish more stable and efficient quality control systems.<\/span><\/p>\n<p><span data-font-family=\"default\">Looking ahead, LEAD will continue to strengthen its technology innovation capabilities while responding rapidly to customer needs and operational challenges\u2014supporting the ICT industry in achieving higher standards of product quality and manufacturing excellence.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Driven by rapid advances in technologies such as 5G and artificial intelligence, electronic products\u2014including smartphones and wearable devices\u2014are evolving toward increasingly diverse form factors and significantly more complex internal structures. As a critical structural component, the smartphone mid-frame requires extremely stringent inspection standards for both appearance quality and auxiliary material processes. Against the ICT industry\u2019s&#8230;<\/p>\n","protected":false},"author":15,"featured_media":6856,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1,151],"tags":[171,172],"class_list":["post-6855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-news-news","tag-lead-intelligent-equipment","tag-lead-intelligent"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>LEAD\u2019s AOI Equipment Sets a New Quality Benchmark with \u201cAI + 3D\u201d<\/title>\n<meta name=\"description\" content=\"Driven by rapid advances in technologies such as 5G and artificial intelligence, electronic products\u2014including smartphones and wearable devices\u2014are evolving toward increasingly diverse form factors and 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