{"id":1081,"date":"2024-12-20T10:00:00","date_gmt":"2024-12-20T09:00:00","guid":{"rendered":"https:\/\/mazennotes.com\/articles\/project\/pcb-inspection-system\/"},"modified":"2024-12-20T10:00:00","modified_gmt":"2024-12-20T09:00:00","slug":"pcb-inspection-system","status":"publish","type":"fw-portfolio","link":"https:\/\/mazennotes.com\/de\/articles\/project\/pcb-inspection-system\/","title":{"rendered":"PCB Inspection System with AI &amp; Traceability"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><em>June 2024 \u2013 December 2024<\/em><\/p>\n\n<p class=\"wp-block-paragraph\">A Raspberry Pi-based automated PCB inspection system featuring AI-driven defect detection and barcode-supported traceability for industrial quality control.<\/p>\n\n<h3 class=\"wp-block-heading\">Key Achievements<\/h3>\n\n<ul class=\"wp-block-list\"><li>Engineered a computer vision pipeline in Python for real-time PCB inspection and AI-based error detection.<\/li><li>Integrated barcode scanning for full traceability, linking inspection results to specific production units.<\/li><li>Implemented industrial communication using Modbus TCP over Ethernet for seamless integration with factory networks.<\/li><li>Designed and optimised a MySQL database for logging inspection data and performance metrics.<\/li><li>Developed the mechanical housing and component layout using Autodesk Fusion 360.<\/li><\/ul>\n\n<h3 class=\"wp-block-heading\">Technical Highlights<\/h3>\n\n<ul class=\"wp-block-list\"><li>Python (OpenCV, AI\/ML)<\/li><li>Raspberry Pi (hardware integration)<\/li><li>Modbus TCP \/ Ethernet communication<\/li><li>MySQL (data traceability)<\/li><li>Autodesk Fusion 360 (mechanical design)<\/li><\/ul>","protected":false},"featured_media":0,"template":"","fw-portfolio-category":[75,78],"class_list":["post-1081","fw-portfolio","type-fw-portfolio","status-publish","hentry","fw-portfolio-category-ai-data-science","fw-portfolio-category-embedded-iot"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.5 - aioseo.com -->\n\t<meta name=\"description\" content=\"Raspberry Pi PCB inspection system using Python and OpenCV for AI defect detection, with barcode traceability, Modbus TCP integration and MySQL logging.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/mazennotes.com\/de\/articles\/project\/pcb-inspection-system\/\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.5\" \/>\n\t\t<meta property=\"og:locale\" content=\"de_DE\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Mazen Alhomsi - Software Engineer - Bring Your Ideas to Life\" \/>\n\t\t<meta 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