{"id":2150,"date":"2025-08-22T12:39:38","date_gmt":"2025-08-22T09:39:38","guid":{"rendered":"https:\/\/ai-skaalaajat.fi\/?post_type=project&#038;p=2150"},"modified":"2026-07-09T18:00:49","modified_gmt":"2026-07-09T15:00:49","slug":"fintraffic-ai-driven-traffic-road-contion-monitoring-analysis","status":"publish","type":"project","link":"https:\/\/ai-skaalaajat.fi\/en\/project\/fintraffic-ai-driven-traffic-road-contion-monitoring-analysis\/","title":{"rendered":"Teko\u00e4lypohjainen teiden kunnon seuranta"},"content":{"rendered":"<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Company Introduction<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fintraffic on valtion omistama erityisteht\u00e4v\u00e4konserni, joka vastaa liikennepalveluiden hallinnasta ja kehitt\u00e4misest\u00e4 teill\u00e4, rautateill\u00e4, ilmassa ja merireiteill\u00e4 Suomessa. Yhti\u00f6ll\u00e4 on keskeinen rooli turvallisen, sujuvan ja kest\u00e4v\u00e4n liikenteen varmistamisessa.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tausta ja motivaatio projektille<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Liikenteen hallinta on kriittist\u00e4 turvallisuuden, kest\u00e4vyyden ja tehokkuuden kannalta Suomessa. Nopeasti kasvavien datal\u00e4hteiden my\u00f6t\u00e4 Fintraffic halusi selvitt\u00e4\u00e4, miten teko\u00e4ly voi auttaa havaitsemaan h\u00e4iri\u00f6it\u00e4, seuraamaan olosuhteita ja parantamaan p\u00e4\u00e4t\u00f6ksentekoa.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Projektikuvaus<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Projektissa selvitettiin mahdollisuutta kuvantaa tien keliolosuhteita, sek\u00e4 lumen m\u00e4\u00e4r\u00e4\u00e4 tiekameroista. Projektin aikana rakennettiin PoC -tason ratkaisu kameroiden reaaliaikaisten tiekuvien ker\u00e4ykseen julkisesta rajapinnasta, sek\u00e4 konen\u00e4k\u00f6mallien koulutukseen. Projektin loppuvaiheessa selvitettiin valittujen konen\u00e4k\u00f6mallien kyvykkyyksi\u00e4 luokitella teiden lumitaso kamerakuvasta ja samalla hy\u00f6dynnettiin selitt\u00e4v\u00e4n teko\u00e4lyn ty\u00f6kaluja, joilla metodit ja tulokset kyettiin analysoimaan ja validoimaan konkreettisella tavalla.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Projektin tulokset<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Projektin tuloksena syntyi malli, jonka avulla Fintraffic kykenee automatisoimaan ja parantamaan teiden kunnossapitoa. Sen lis\u00e4ksi projektista opitut opit tuottivat tietoa, jonka avulla on mahdollista kehitt\u00e4\u00e4 \u00e4lykk\u00e4it\u00e4 j\u00e4rjestelmi\u00e4 parantamaan tulevaisuudessa suomalaista liikenneturvallisuutta.<\/p>","protected":false},"excerpt":{"rendered":"<p>Fintraffic oli mukana AI skaalaajissa tutkimassa, miten teko\u00e4ly\u00e4 voidaan hy\u00f6dynt\u00e4\u00e4 teiden kelin seurannassa kamerakuvaan perustuvan visuaalisen datan avulla.<\/p>","protected":false},"featured_media":2151,"template":"","class_list":["post-2150","project","type-project","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Teko\u00e4lypohjainen teiden kunnon seuranta - AI Skaalaajat<\/title>\n<meta name=\"description\" content=\"Fintraffic explores AI for real-time traffic and road condition monitoring, improving safety and efficiency as part of AI-Skaalaajat.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ai-skaalaajat.fi\/en\/project\/fintraffic-ai-driven-traffic-road-contion-monitoring-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Teko\u00e4lypohjainen teiden kunnon seuranta - 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