{"id":7811,"date":"2023-11-15T15:15:04","date_gmt":"2023-11-15T15:15:04","guid":{"rendered":"https:\/\/www.eye-tech.it\/?p=7811"},"modified":"2024-01-18T13:25:03","modified_gmt":"2024-01-18T13:25:03","slug":"intelligenza-artificiale-per-il-riconoscimento-di-anomalie","status":"publish","type":"post","link":"https:\/\/www.eye-tech.it\/en\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\/","title":{"rendered":"AI for anomaly recognition"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text]<\/p>\n<div>\n<p>Artificial intelligence for anomaly recognition represents a revolutionary breakthrough in the manufacturing sector, ensuring unprecedented precision in identifying potential defects or variations in components, optimizing operational efficiency, and enhancing the quality of the production process.<\/p>\n<p>The project &#8220;<strong>Opificio Digitale &#8211; Smart Manufacturing Ecosystem<\/strong>,&#8221; conceived by <strong>W\u00e4rtsil\u00e4 Italia<\/strong>, an integral part of the Finnish company W\u00e4rtsil\u00e4 Corporation, a leader in energy generation solutions designed for the complete life cycle of marine and land plants, has achieved a significant milestone with the completion of realization goal 6, known as &#8220;Alvaro.&#8221; This project is an example of how artificial intelligence for anomaly recognition can be applied to a real case of the production process within a manufacturing company.<\/p>\n<p>In this context, <strong>Eye-Tech<\/strong> has prominently established itself as a <strong>technological partner<\/strong>, playing a crucial role in the development of an <strong>innovative prototype<\/strong> dedicated to the <strong>recognition of anomalies<\/strong> on specific <strong>mechanical components<\/strong>, using the <strong>3D model<\/strong> of the component in various formats (e.g., step, stl. fbx, etc.) as a starting point.<\/p>\n<\/div>\n<p>Eye-Tech played a fundamental role in the development phase, bringing <strong>advanced expertise in computer vision and neural networks<\/strong>. The ability to process video streams captured through cutting-edge devices, such as <strong>Hololens 2<\/strong>, enabled overcoming complex challenges related to <strong>precise object recognition<\/strong> in dynamic and complex scenarios.<\/p>\n<p>The implementation of this prototype opens the doors to a <strong>wide range of applications in the manufacturing sector<\/strong>. From recognizing complex machinery to verifying mechanical components, the technology developed in collaboration with Eye-Tech promises to improve operational efficiency and <strong>reduce the margin of error in production phases<\/strong>.<\/p>\n<p>The &#8220;Opificio Digitale &#8211; Smart Manufacturing Ecosystem&#8221; project has taken a significant step forward with the achievement of realization goal 6, &#8220;Alvaro.&#8221; Eye-Tech, with its commitment and expertise, has demonstrated the revolutionary potential of integrating <strong>artificial intelligence<\/strong>, <strong>computer vision<\/strong>, and cutting-edge technologies like <strong>Augmented Reality<\/strong>.<\/p>\n<p>This pioneering project marks the path toward a transformed industrial production, with virtual assemblies of 3D models overlaid on real objects, redefining the concept of intelligent manufacturing.<\/p>\n<p>Below is an example of a laboratory test to evaluate the capabilities of the algorithms developed for recognizing the reproduction of a specific 3D-printed mechanical component:<br \/>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space][vc_video link=&#8221;https:\/\/youtube.com\/shorts\/-dfEHsR0qMo?feature=share&#8221;][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] Artificial intelligence for anomaly recognition represents a revolutionary breakthrough in the manufacturing sector, ensuring unprecedented precision in identifying potential defects or variations in components, optimizing operational efficiency, and enhancing the quality of the production process. The project &#8220;Opificio Digitale &#8211; Smart Manufacturing Ecosystem,&#8221; conceived by W\u00e4rtsil\u00e4 Italia, an integral part of the Finnish company [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7595,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[197,202,198],"tags":[],"class_list":["post-7811","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-controllo-qualita-en","category-news-en","category-prodotti-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial Intelligence for anomaly detection - Eye-Tech srl<\/title>\n<meta name=\"description\" content=\"Discover the artificial intelligence system for the control and recognition of anomalies and defects in industrial production processes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.eye-tech.it\/en\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence for anomaly detection - Eye-Tech srl\" \/>\n<meta property=\"og:description\" content=\"Discover the artificial intelligence system for the control and recognition of anomalies and defects in industrial production processes.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.eye-tech.it\/en\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\/\" \/>\n<meta property=\"og:site_name\" content=\"Eye-Tech srl ICC\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/eyetechsrl\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-15T15:15:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-18T13:25:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.eye-tech.it\/wp-content\/uploads\/2023\/11\/wartsila-opificio-digitale-riconoscimento-3D.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2494\" \/>\n\t<meta property=\"og:image:height\" content=\"1682\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"eyetech\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"eyetech\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/\"},\"author\":{\"name\":\"eyetech\",\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/#\\\/schema\\\/person\\\/22c252de61553931db91da72678b29cb\"},\"headline\":\"AI for anomaly recognition\",\"datePublished\":\"2023-11-15T15:15:04+00:00\",\"dateModified\":\"2024-01-18T13:25:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/\"},\"wordCount\":398,\"publisher\":{\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.eye-tech.it\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/wartsila-opificio-digitale-riconoscimento-3D.jpg\",\"articleSection\":[\"Controllo Qualit\u00e0\",\"News\",\"Prodotti\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/\",\"url\":\"https:\\\/\\\/www.eye-tech.it\\\/en\\\/intelligenza-artificiale-per-il-riconoscimento-di-anomalie\\\/\",\"name\":\"Artificial Intelligence for anomaly detection - 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