{"id":51811,"date":"2021-12-20T00:51:20","date_gmt":"2021-12-20T00:51:20","guid":{"rendered":"https:\/\/irap.org\/?p=51811"},"modified":"2021-12-20T00:51:20","modified_gmt":"2021-12-20T00:51:20","slug":"benefit-of-ai-in-proactive-road-infrastructure-safety-management-itf-findings-published","status":"publish","type":"post","link":"https:\/\/irap.org\/fr\/2021\/12\/benefit-of-ai-in-proactive-road-infrastructure-safety-management-itf-findings-published\/","title":{"rendered":"Avantages de l&#039;IA dans la gestion proactive de la s\u00e9curit\u00e9 des infrastructures routi\u00e8res\u00a0: publications des conclusions de l&#039;ITF"},"content":{"rendered":"<p>Conclusions du Forum international des transports (<a href=\"https:\/\/www.itf-oecd.org\/\">ITF<\/a>) 187 Table ronde sur l&#039;intelligence artificielle (IA) dans la gestion proactive de la s\u00e9curit\u00e9 des infrastructures routi\u00e8res ont \u00e9t\u00e9 publi\u00e9es, notant le potentiel et le r\u00f4le importants de <a href=\"https:\/\/irap.org\/project\/ai-rap\/\">AiRAP<\/a>.<\/p>\n<p>L&#039;IA repousse les limites de la reconnaissance des formes au-del\u00e0 des capacit\u00e9s humaines et peut d\u00e9tenir la cl\u00e9 pour identifier les configurations de routes inconnues sujettes aux accidents afin de sauver des vies.<\/p>\n<p>La table ronde de l&#039;ITF sur l&#039;IA en f\u00e9vrier 2021 a r\u00e9uni des experts de 33 organisations et de 15 pays pour examiner et d\u00e9terminer les cas les plus pertinents pour l&#039;utilisation de l&#039;intelligence artificielle dans un contexte de planification des transports pour la pr\u00e9vention des accidents sur l&#039;ensemble du r\u00e9seau routier.<\/p>\n<p><a href=\"https:\/\/www.itf-oecd.org\/sites\/default\/files\/docs\/artificial-intelligence-road-infrastructure-safety-management.pdf\">Le rapport<\/a> r\u00e9sume les conclusions de la table ronde et explore la possibilit\u00e9 d&#039;utiliser la vision par ordinateur pour acqu\u00e9rir des informations pertinentes et la capacit\u00e9 des mod\u00e8les informatiques \u00e0 cartographier les emplacements \u00e0 haut risque. Des recommandations sont propos\u00e9es aux parties prenantes sur le d\u00e9veloppement et l&#039;utilisation appropri\u00e9e de solutions d&#039;IA qui sauvent des vies.<\/p>\n<p>L&#039;IA facilite la gestion proactive de la s\u00e9curit\u00e9 routi\u00e8re de deux mani\u00e8res\u00a0: gr\u00e2ce \u00e0 des capteurs et des syst\u00e8mes tels que la vision par ordinateur, elle permet de collecter des donn\u00e9es sur l&#039;\u00e9tat de l&#039;infrastructure routi\u00e8re et les \u00e9v\u00e9nements de circulation sur l&#039;ensemble du r\u00e9seau routier. Et, gr\u00e2ce \u00e0 des mod\u00e8les pr\u00e9dictifs, l&#039;IA apprend \u00e0 identifier les emplacements sur le r\u00e9seau o\u00f9 le risque d&#039;accident est le plus \u00e9lev\u00e9. Dans les r\u00e9gions o\u00f9 existent des donn\u00e9es pr\u00e9cises et pertinentes, l&#039;IA peut identifier les emplacements dangereux de mani\u00e8re proactive, avant que les accidents ne se produisent.<\/p>\n<p>Cependant, beaucoup consid\u00e8rent l&#039;IA comme manquant de transparence et d&#039;interpr\u00e9tabilit\u00e9 des pr\u00e9dictions des mod\u00e8les statistiques traditionnels. La puissance de calcul \u00e9tant largement disponible, ce qui limite d\u00e9sormais l&#039;IA, c&#039;est la disponibilit\u00e9 des donn\u00e9es et des personnes qualifi\u00e9es pour superviser la mod\u00e9lisation. Les donn\u00e9es sont souvent rares car elles restent en silos au lieu d&#039;\u00eatre partag\u00e9es et il est \u00e0 noter que l&#039;industrie automobile d\u00e9tient certaines des donn\u00e9es les plus pr\u00e9cieuses pour la pr\u00e9diction des risques.<\/p>\n<p>Le rapport recommande de :<\/p>\n<ul>\n<li>D\u00e9velopper un march\u00e9 concurrentiel pour le partage et la mon\u00e9tisation des donn\u00e9es de trafic et de mobilit\u00e9<\/li>\n<li>N&#039;attendez pas les donn\u00e9es en temps r\u00e9el pour d\u00e9velopper des cartes des risques<\/li>\n<li>Mandater le partage des donn\u00e9es agr\u00e9g\u00e9es des v\u00e9hicules<\/li>\n<li>Apprenez d&#039;autres domaines et des meilleures pratiques pour le partage des donn\u00e9es et la protection de la vie priv\u00e9e<\/li>\n<li>Soutenir la recherche et l&#039;innovation vers une IA fiable et explicable<\/li>\n<li>Aligner les nouveaux outils sur des objectifs politiques pr\u00e9cis<\/li>\n<li>D\u00e9velopper de nouvelles comp\u00e9tences et infrastructures num\u00e9riques<\/li>\n<li>Clarifier les cadres r\u00e9glementaires pour la protection des donn\u00e9es et la s\u00e9curit\u00e9 num\u00e9rique<\/li>\n<li>Concevoir des outils conviviaux de cartographie des risques<\/li>\n<\/ul>\n<p>L&#039;initiative de collecte et de codage acc\u00e9l\u00e9r\u00e9s et intelligents de iRAP des donn\u00e9es sur les attributs routiers, connue sous le nom de <a href=\"https:\/\/irap.org\/project\/ai-rap\/\">AiRAP<\/a> a \u00e9t\u00e9 inclus dans l&#039;examen de la table ronde et figure dans le rapport.<\/p>\n<p>AiRAP a le potentiel de r\u00e9duire le temps et les efforts requis par les \u00e9valuations de la s\u00e9curit\u00e9 routi\u00e8re, de r\u00e9duire les co\u00fbts par unit\u00e9 de longueur de route, d&#039;am\u00e9liorer la pr\u00e9cision et de rendre les donn\u00e9es disponibles pour chaque route sur terre.<\/p>\n<p>Pour lib\u00e9rer ce potentiel, l&#039;objectif principal de l&#039;AiRAP est de g\u00e9n\u00e9rer des donn\u00e9es sur les attributs de la route, le flux de trafic et la vitesse conform\u00e9ment aux \u00ab\u00a0sp\u00e9cifications mondiales communes\u00a0\u00bb de iRAP et de cartographier les performances de s\u00e9curit\u00e9 et les notes par \u00e9toiles.<\/p>\n<p>AiRAP capture les avanc\u00e9es en intelligence artificielle, apprentissage automatique, syst\u00e8mes de vision (rue et ciel), LIDAR, t\u00e9l\u00e9matique et autres sources de donn\u00e9es.<\/p>\n<p>Les fournisseurs peuvent proposer des routines de traduction pour convertir les donn\u00e9es collect\u00e9es par machine en donn\u00e9es compatibles iRAP avec la conversion certifi\u00e9e par iRAP. Les donn\u00e9es doivent \u00eatre publi\u00e9es dans le monde entier, ainsi que toutes les conditions d&#039;utilisation associ\u00e9es, comme convenu par iRAP et le fournisseur.<\/p>\n<p>Lire le rapport de la table ronde de l&#039;ITF <a href=\"https:\/\/www.itf-oecd.org\/sites\/default\/files\/docs\/artificial-intelligence-road-infrastructure-safety-management.pdf\">ici<\/a>.<\/p>\n<p>Pour plus d&#039;informations sur AiRAP, visitez <a href=\"https:\/\/irap.org\/project\/ai-rap\/\">https:\/\/irap.org\/project\/ai-rap\/<\/a><\/p>\n<p>Les tables rondes de l&#039;ITF rassemblent des experts internationaux pour discuter de sujets sp\u00e9cifiques, notamment sur les aspects \u00e9conomiques et r\u00e9glementaires des politiques de transport dans les 63 pays membres de l&#039;ITF.<\/p>\n<p>L&#039;ITF est une organisation intergouvernementale avec 63 pays membres. Il agit comme un groupe de r\u00e9flexion pour la politique des transports et organise le Sommet annuel des ministres des transports.<\/p>\n<p>Les participants \u00e0 la table ronde sur l&#039;IA repr\u00e9sentaient les pouvoirs publics, les industries des transports, de la technologie et des donn\u00e9es, des instituts de recherche et des organisations internationales.<\/p>","protected":false},"excerpt":{"rendered":"<p>Findings of the International Transport Forum (ITF) 187 Roundtable on Artificial Intelligence (AI) in Proactive Road Infrastructure Safety Management have been published noting the important potential and role of AiRAP. [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":51812,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":""},"categories":[624,24],"tags":[480,353,590],"class_list":["post-51811","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-airap","category-news","tag-ai","tag-airap","tag-coding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Benefit of AI in proactive road infrastructure safety management: ITF findings published - iRAP<\/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:\/\/irap.org\/fr\/2021\/12\/benefit-of-ai-in-proactive-road-infrastructure-safety-management-itf-findings-published\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Benefit of AI in proactive road infrastructure safety management: ITF findings published - iRAP\" \/>\n<meta property=\"og:description\" content=\"Findings of the International Transport Forum (ITF) 187 Roundtable on Artificial Intelligence (AI) in Proactive Road Infrastructure Safety Management have been published noting the important potential and role of AiRAP. 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