{"id":3406,"date":"2025-10-25T17:29:33","date_gmt":"2025-10-25T10:29:33","guid":{"rendered":"https:\/\/new-ocean.com.vn\/?post_type=article&#038;p=3406"},"modified":"2025-10-29T17:27:35","modified_gmt":"2025-10-29T10:27:35","slug":"ai-trong-kiem-tra-ngoai-quan","status":"publish","type":"article","link":"https:\/\/new-ocean.com.vn\/en\/luu-tru\/article\/ai-trong-kiem-tra-ngoai-quan","title":{"rendered":"APPLICATION OF AI IN VISION INSPECTION"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Why Apply AI in Visual Inspection?<\/mark><\/h2>\n\n\n\n<p>AI-integrated visual inspection systems ensure that every product meets stringent standards for appearance, structure, and technical specifications. This process demonstrates the factory\u2019s commitment to quality while reducing the risk of product recalls and potential damage to brand reputation. However, <strong>traditional manual inspection methods<\/strong> are increasingly showing their limitations in today\u2019s fast-paced and highly automated manufacturing environments.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Human factor:<\/strong> Manual visual inspection requires workers to repeatedly observe hundreds or even thousands of products per day. Over time, concentration declines, leading to fatigue and missed defects. Each individual also applies their own subjective judgment, creating inconsistencies across different shifts or teams.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Speed and scalability:<\/strong> Human labor cannot keep up with the speed of industrial production lines. Manual inspection is time-consuming and labor-intensive, often becoming a bottleneck in large-scale manufacturing. As production volume increases, companies must hire additional inspectors, which drives up personnel and operational costs.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sai s\u1ed1 v\u00e0 thi\u1ebfu d\u1eef li\u1ec7u:<\/strong> Human error rates are significantly higher than those of automated systems. Manual inspection provides little to no traceability or audit trail for later review. Inspection results (pass\/fail) are often fragmented and unstructured, making it difficult to collect statistics or analyze data \u2014 ultimately hindering process improvement and compliance with international quality audits.&nbsp;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1-1024x538.jpg\" alt=\"\" class=\"wp-image-3414\" srcset=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1-1024x538.jpg 1024w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1-300x158.jpg 300w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1-768x403.jpg 768w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1-18x9.jpg 18w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-1.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>As such, manual inspection has become <strong>inefficient<\/strong> in terms of speed, accuracy, and consistency.\nAccording to Qualityze reports, traditional QC methods (such as manual sampling or post-production inspection) fail to meet modern requirements for speed, precision, and <strong>traceability demanded<\/strong> by today\u2019s global markets.\nTo achieve high-quality standards and comply with international certifications (ISO 9001, IATF 16949, ISO 13485, etc.), manufacturers are increasingly turning to <strong>AI-powered automated visual inspection solutions<\/strong>.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>AI and Industrial Machine Vision Solutions&nbsp;<\/strong><\/mark><\/h2>\n\n\n\n<p>AI systems leverage industrial cameras and deep learning algorithms to \u201csee\u201d and analyze products continuously along the production line.\nThese machine vision algorithms automatically compare each product\u2019s image against standard templates to detect any deviations \u2014 from microscopic cracks to subtle color inconsistencies invisible to the human eye.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Key Advantages of AI-powered Visual Inspection:&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High speed, 24\/7 operation:<\/strong> AI systems can scan thousands of products per minute without fatigue or performance drop-offs. Unlike humans, machines can operate continuously around the clock, increasing inspection throughput by 3\u20135 times or more compared to manual inspection.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Accuracy and consistency:<\/strong> AI evaluates products objectively, free from human bias. It detects even the smallest defects with extremely high precision \u2014 often achieving detection rates above 99%. The system can automatically reject defective products without interrupting the production flow, minimizing errors and ensuring uniform quality.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Real-time data and centralized monitoring:<\/strong> AI solutions can be integrated with cloud platforms or Manufacturing Execution Systems (MES) to continuously update inspection data. Managers can access real-time production reports from any facility or mobile device. Preconfigured alerts notify teams immediately when defect rates exceed thresholds, enabling fast responses to quality issues.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Traceability and compliance:<\/strong> Each inspected product automatically generates <strong>a digital record<\/strong> (including images, results, timestamps, and machine parameters). This rich dataset creates a complete inspection trace \u2014 invaluable for ISO compliance or customer reporting. For instance, one manufacturer used AI inspection image logs to prove that a product left the factory defect-free, saving millions of USD in potential recall costs.&nbsp;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"936\" height=\"508\" src=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-12.png\" alt=\"AI-vision-report\" class=\"wp-image-3409\" srcset=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-12.png 936w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-12-300x163.png 300w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-12-768x417.png 768w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-12-18x10.png 18w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"936\" height=\"501\" src=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-13.png\" alt=\"AI-trong-kiem-tra-ngoai-quan\" class=\"wp-image-3410\" srcset=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-13.png 936w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-13-300x161.png 300w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-13-768x411.png 768w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-13-18x10.png 18w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n\n\n<p>T\u00f3m l\u1ea1i, <strong>gi\u00e1m s\u00e1t b\u1eb1ng AI<\/strong> In summary, AI-powered visual inspection has comprehensively overcome the limitations of manual inspection. Compared to traditional methods, AI delivers higher speed, superior accuracy, and data-rich inspection insights. The system can be easily scaled across multiple production lines and factories while maintaining full consistency.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">AI in Manufacturing \u2013 Real-World Applications&nbsp;<\/mark><\/strong><\/h2>\n\n\n\n<p>Many leading manufacturers around the world have successfully implemented AI for visual inspection, achieving remarkable results. Some notable examples include:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Foxconn \u2013 PCB Inspection:<\/strong> Tr\u01b0\u1edbc \u0111\u00e2y, FIH Mobile &#8211; Foxconn ki\u1ec3m tra b\u1ea3ng m\u1ea1ch in (PCB) ho\u00e0n to\u00e0n b\u1eb1ng m\u1eaft th\u01b0\u1eddng n\u00ean t\u1ef7 l\u1ec7 l\u1ed7i b\u1ecb b\u1ecf s\u00f3t l\u00ean \u0111\u1ebfn 40%. Khi h\u1ee3p t\u00e1c v\u1edbi Google Cloud s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng AI AutoML Vision, k\u1ebft qu\u1ea3 <strong>the missed defect rate dropped to just 10%<\/strong> , while inspection time per component decreased to 0.3 seconds. This speed boost <strong>accelerated the entire production line<\/strong>and eliminated human subjectivity.&nbsp;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"300\" src=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-15.png\" alt=\"Ai-trong-kiem-tra-ngoai-quan\" class=\"wp-image-3412\" style=\"width:840px;height:auto\" srcset=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-15.png 450w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-15-300x200.png 300w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-15-18x12.png 18w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nissan (USA) \u2013 Paint Defect Detection:<\/strong> At Nissan\u2019s Tennessee plant, detecting tiny scratches or paint dents requires exceptional precision. The AI system captures over 15,000 images per car and automatically analyzes every painted surface. As a result, <strong>defect detection accuracy improved from 85\u201390% to over 98%<\/strong>. The solution not only improved accuracy but also reduced inspector fatigue, allowing staff to focus on critical problem-solving.<\/li>\n\n\n\n<li><strong>Automotive &amp; Metal Production Lines:<\/strong> At a global automotive interior manufacturing plant, an AI-based vision platform enabled 100% automation of door panel inspections. As a result, <strong>inspection speed tripled<\/strong> and <strong>QA labor costs were reduced by 50%<\/strong> compared to manual inspection. At a metal component factory, VisionAI improved defect detection accuracy from approximately 75% to 90% within just two weeks of deployment. &nbsp;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16.jpg\" alt=\"AI-trong-kiem-soat-chat-luong\" class=\"wp-image-3413\" srcset=\"https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16.jpg 1024w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-300x169.jpg 300w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-768x432.jpg 768w, https:\/\/new-ocean.com.vn\/wp-content\/uploads\/2025\/10\/image-16-18x10.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>These success stories clearly demonstrate that <strong>AI in Manufacturing<\/strong> enables superior defect detection and higher productivity \u2014 outcomes unattainable with traditional methods. Moreover, automated data collection and reporting capabilities support continuous process improvement and overall efficiency gains.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Strategic Benefits for Manufacturers&nbsp;<\/strong><\/mark><\/h2>\n\n\n\n<p>\u1ee8ng d\u1ee5ng ki\u1ec3m tra ngo\u1ea1i quan b\u1eb1ng AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c quan tr\u1ecdng:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Achieving and maintaining international quality standards:<\/strong> Certifications such as <a href=\"https:\/\/thuvienphapluat.vn\/TCVN\/Linh-vuc-khac\/TCVN-ISO-9001-2015-He-thong-quan-ly-chat-luong-Cac-yeu-cau-916104.aspx\" target=\"_blank\" rel=\"noopener\">ISO 9001<\/a> (quality management), IATF 16949 (automotive), and ISO 13485 (medical devices) require strict inspection control and full traceability. AI automatically records inspection outcomes along with image evidence, simplifying audit compliance and enhancing transparency. This not only strengthens credibility with global customers and partners but also streamlines certification processes.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Reducing errors and improving product quality:<\/strong> High-precision machine vision systems maintain near-zero defect rates, helping manufacturers aim for \u201czero-defect production.\u201d This minimizes recall risks and enhances customer satisfaction. Companies adopting AI-based inspection have reported more consistent product quality and a significant drop in customer complaints.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Boosting production efficiency:<\/strong> By automating repetitive inspection tasks, skilled staff can focus on higher-value activities such as data analysis, process optimization, and handling exceptional cases. This shift increases smart manufacturing capability and reduces downtime. Moreover, AI\u2019s real-time alerts enable teams to respond instantly to quality deviations, optimizing production uptime.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Long-term competitive advantage:<\/strong> In today\u2019s globalized market, manufacturers that maintain stable, high-quality output gain a clear competitive edge. AI-based inspection systems allow rapid adaptation to new quality requirements \u2014 such as micro-level precision for semiconductors or flawless finishes for automotive coatings. The rich inspection data generated by AI also supports strategic planning, product improvement, and R&amp;D for next-generation innovations.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>In Conclusion, AI-powered visual inspection systems do more than solve today\u2019s quality challenges \u2014 they lay the foundation for fully automated, data-driven production processes.\nBy implementing AI technology, manufacturers enhance competitiveness, meet stringent global standards, and accelerate production cycles \u2014 key drivers for sustainable growth in the Industry 4.0 era.<\/p>\n\n\n\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&nbsp;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"thong-tin-lien-h\u1ec7\"><strong>CONTACT INFORMATION&nbsp;&nbsp;<\/strong>&nbsp;<\/h2>\n\n\n\n<p>New Ocean Automation System Company Limited&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>Website:<\/strong>&nbsp;<a href=\"https:\/\/new-ocean.com.vn\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>New Ocean Automation System<\/strong><\/a>&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>Hotline:<\/strong>&nbsp;1900 0224&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p><strong>Email:<\/strong>&nbsp;<a href=\"mailto:customercare@new-ocea.com.vn\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>customercare@new-ocean.com.vn<\/strong><\/a>&nbsp;<\/p>","protected":false},"featured_media":3416,"template":"","article_cate":[14],"class_list":["post-3406","article","type-article","status-publish","has-post-thumbnail","hentry","article_cate-thong-tin-cong-nghe"],"acf":[],"_links":{"self":[{"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/article\/3406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/media\/3416"}],"wp:attachment":[{"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/media?parent=3406"}],"wp:term":[{"taxonomy":"article_cate","embeddable":true,"href":"https:\/\/new-ocean.com.vn\/en\/wp-json\/wp\/v2\/article_cate?post=3406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}