{"id":4252,"date":"2026-10-22T13:33:17","date_gmt":"2026-10-22T18:33:17","guid":{"rendered":"https:\/\/uwm.edu\/csi\/?page_id=4252"},"modified":"2026-10-22T13:33:19","modified_gmt":"2026-10-22T18:33:19","slug":"computer-vision-ai-in-manufacturing","status":"publish","type":"page","link":"https:\/\/uwm.edu\/csi\/about\/white-papers\/computer-vision-ai-in-manufacturing\/","title":{"rendered":"Computer Vision AI in Manufacturing"},"content":{"rendered":"\n<div class=\"uwm-l-row\">\n<div class=\"uwm-l-col\">\n<h2 id=\"h-use-case-example-enhancing-manufacturing-efficiency-through-computer-vision-and-iiot-integration\" class=\"wp-block-heading\">Use-Case Example: Enhancing Manufacturing Efficiency through Computer Vision and IIoT Integration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This project details the integration of AI computer vision into the Connected Systems Institute\u2019s manufacturing line to enhance quality control. Utilizing an edge-based architecture, the solution enables real-time defect detection without cloud latency.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The deployment was executed by researchers Shamar Webster and Asif Al Zubayer Swapnil, with technical supervision and architectural guidance provided by Microsoft AI Expert Balamurugan Balakreshnan.<\/p>\n<\/div>\n\n\n\n<div class=\"uwm-l-col uwm-l-col--4 uwm-l-offset--1\"><nav aria-label=\"Sidebar\" class=\"uwm-p-navigation-list uwm-p-navigation-list--gold-border \"><div class=\"uwm-p-navigation-list--title\"><a href=\"https:\/\/uwm.edu\/csi\/about\/white-papers\/\">White Papers<\/a><\/div><ul><li><a href=\"https:\/\/uwm.edu\/csi\/about\/white-papers\/private-5g-in-manufacturing\/\">Private 5G in Manufacturing<\/a><\/li><li><a class=\"current\" href=\"https:\/\/uwm.edu\/csi\/about\/white-papers\/computer-vision-ai-in-manufacturing\/\"><span aria-current=\"page\">Computer Vision AI in Manufacturing<\/span><\/a><\/li><\/ul><\/nav><\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2025\/12\/Enhancing-Manufacturing-Efficiency-through-Computer-Vision-and-IIoT-Integration.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Enhancing Manufacturing Efficiency through Computer Vision and IIoT Integration.\"><\/object><a id=\"wp-block-file--media-d7e3e58a-755a-416b-970d-de2426fffdad\" href=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2025\/12\/Enhancing-Manufacturing-Efficiency-through-Computer-Vision-and-IIoT-Integration.pdf\">Enhancing Manufacturing Efficiency through Computer Vision and IIoT Integration<\/a><a href=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2025\/12\/Enhancing-Manufacturing-Efficiency-through-Computer-Vision-and-IIoT-Integration.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-d7e3e58a-755a-416b-970d-de2426fffdad\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":19861,"featured_media":0,"parent":3839,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"templates\/centered.php","meta":{"_acf_changed":false,"footnotes":"","uwm_wg_additional_authors":[]},"class_list":["post-4252","page","type-page","status-publish","hentry"],"uwm_unpublish_requested":false,"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.7 (Yoast SEO v28.7) - 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