{"id":3602,"date":"2025-05-23T18:07:52","date_gmt":"2025-05-23T16:07:52","guid":{"rendered":"https:\/\/www.sasa-aerospace.it\/flight-team\/?post_type=blog_posts&#038;p=3602"},"modified":"2025-05-23T18:07:52","modified_gmt":"2025-05-23T16:07:52","slug":"computer-vision-innovazioni-in-corso","status":"publish","type":"blog_posts","link":"https:\/\/www.sasa-aerospace.it\/flight-team\/blog_posts\/computer-vision-innovazioni-in-corso\/","title":{"rendered":"Computer Vision: innovazioni in corso!"},"content":{"rendered":"<h3><span style=\"font-weight: 400;\">Il nostro sistema di <strong>visione artificiale<\/strong> sta diventando sempre pi\u00f9 <strong>efficiente<\/strong>, con una pipeline modulare e parallela che comunica in modo <strong>fluido<\/strong>. Quest\u2019anno abbiamo semplificato il modello di <strong>Object Detection<\/strong>, passando a un <strong>GMM<\/strong> (Gaussian Mixture Model) per rilevare le anomalie, invece di usare il pesante <strong>YOLOv8.<\/strong><\/span><\/h3>\n<h3><span style=\"font-weight: 400;\">Il modello identifica i colori dominanti nell&#8217;<strong>immagine<\/strong> e segnala come anomalie gli oggetti fuori dalla distribuzione normale. Per ridurre i falsi positivi, usiamo <strong>heuristics<\/strong> <strong>matematici<\/strong> e un <strong>fuzzy clustering<\/strong> che scarta i movimenti <strong>non coerenti<\/strong> (come droni o giudici). Inoltre, il sistema prioritizza le aree non esplorate per ottimizzare i punti guadagnati durante i drop.<\/span><\/h3>\n<h3><span style=\"font-weight: 400;\">La mappatura \u00e8 stata ottimizzata usando <strong>keypoints<\/strong> e <strong>GPS<\/strong> per migliorare l&#8217;efficienza.<\/span><\/h3>\n<h3><span style=\"font-weight: 400;\">Il sistema \u00e8 ancora in fase di perfezionamento, ma ogni passo ci avvicina a un modello sempre <strong>pi\u00f9 preciso<\/strong> e performante!<\/span><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Il nostro sistema di visione artificiale sta diventando sempre pi\u00f9 efficiente, con una pipeline modulare e parallela che comunica in modo fluido. Quest\u2019anno abbiamo semplificato il modello di Object Detection, passando a un GMM (Gaussian Mixture Model) per rilevare le anomalie, invece di usare il pesante YOLOv8. Il modello identifica i colori dominanti nell&#8217;immagine e [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"template":"","class_list":["post-3602","blog_posts","type-blog_posts","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Computer Vision: innovazioni in corso! - SASA Flight Team<\/title>\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.sasa-aerospace.it\/flight-team\/blog_posts\/computer-vision-innovazioni-in-corso\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computer Vision: innovazioni in corso! - SASA Flight Team\" \/>\n<meta property=\"og:description\" content=\"Il nostro sistema di visione artificiale sta diventando sempre pi\u00f9 efficiente, con una pipeline modulare e parallela che comunica in modo fluido. 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