{"id":61727,"date":"2020-03-10T21:13:44","date_gmt":"2020-03-10T21:13:44","guid":{"rendered":"https:\/\/\/train-autonome-systemx-sncf-alstom-et-systra-publient-le-premier-jeu-de-donnees-open-source-de-reference\/"},"modified":"2020-03-10T21:13:44","modified_gmt":"2020-03-10T21:13:44","slug":"train-autonome-systemx-sncf-alstom-et-systra-publient-le-premier-jeu-de-donnees-open-source-de-reference","status":"publish","type":"post","link":"https:\/\/www.ecinews.fr\/fr\/train-autonome-systemx-sncf-alstom-et-systra-publient-le-premier-jeu-de-donnees-open-source-de-reference\/","title":{"rendered":"Train autonome : SystemX, SNCF, Alstom et Systra publient le premier jeu de donn\u00e9es open source de r\u00e9f\u00e9rence"},"content":{"rendered":"

Ces images illustrent 6 types de feux de circulation ferroviaires fran\u00e7ais et leurs combinaisons de couleurs possibles (13 \u00e9tats), ainsi que les informations pertinentes concernant leur acquisition telles que la date, l’heure, les param\u00e8tres des capteurs et les cadres de d\u00e9limitation. Issues de nombreuses sessions de roulage effectu\u00e9es sur une m\u00eame voie pendant deux ans, elles ont toutes \u00e9t\u00e9 annot\u00e9es manuellement.<\/p>\n

 \u00ab Dans le domaine du transport autonome, il existe de nombreuses initiatives de jeux de donn\u00e9es open source relatifs aux voitures autonomes, mais beaucoup moins sur les modes de transport alternatifs tels que les trains. Avec ce dataset open source unique, la communaut\u00e9 scientifique b\u00e9n\u00e9ficie d’une source nouvelle et diff\u00e9renciante de donn\u00e9es terrain pour tester ses algorithmes de deep learning, d\u00e9di\u00e9s notamment \u00e0 la classification d’images ou \u00e0 la d\u00e9tection d’objets dans les images \u00bb, explique Lo\u00efc Cantat, Responsable de l’\u00e9quipe \u00ab IA, Datascience, Traitement du signal et de l’image \u00bb de l’IRT SystemX.<\/p>\n

Ce dataset massif a \u00e9t\u00e9 r\u00e9alis\u00e9 dans le cadre du projet TAS<\/a> (Transport terrestre Autonome en S\u00e9curit\u00e9 dans son environnement) dont l’enjeu \u00e9tait de d\u00e9finir l’\u00e9tat de l’art de l’automatisation des fontions d’observation d’un conducteur de mat\u00e9riel roulant. Ce projet de 2 ans qui s’est inscrit dans le programme Train Autonome de SNCF, voit ses travaux se poursuivre dans le cadre du projet DOS<\/a> (D\u00e9tection d’Obstacles et lecture de la Signalisation lat\u00e9rale) dont l’objectif est de proposer, d’ici \u00e0 3 ans, un prototype de syst\u00e8me de d\u00e9tection des obstacles et de lecture de la signalisation lat\u00e9rale r\u00e9pondant aux exigences du train autonome, \u00e0 la fois en termes de performance et de s\u00e9curit\u00e9.<\/p>\n

Le dataset FRsign (images et notebook) est accessible sur frsign.irt-systemx.fr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Institut de Recherche Technologique d\u00e9di\u00e9 \u00e0 l’ing\u00e9nierie num\u00e9rique des syst\u00e8mes du futur, SystemX, et ses partenaires SNCF, Alstom et Systra, annoncent, \u00e0 l’issue de leurs travaux portant sur l’automatisation des fonctions d’observation du Train Autonome, la publication du plus important jeu de donn\u00e9es open source sur les feux de circulation ferroviaires fran\u00e7ais. 100 000 images r\u00e9elles haute d\u00e9finition, extraites d’un dataset de plusieurs millions d’images, sont mises \u00e0 disposition de la communaut\u00e9 scientifique.<\/p>\n","protected":false},"author":9,"featured_media":61728,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[881],"tags":[],"domains":[47],"ppma_author":[1141],"class_list":["post-61727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nouveaux-produits","domains-electronique-eci"],"acf":[],"yoast_head":"Train autonome : SystemX, SNCF, Alstom et Systra publient le pr...<\/title>\n<meta name=\"description\" content=\"Institut de Recherche Technologique d\u00e9di\u00e9 \u00e0 l'ing\u00e9nierie num\u00e9rique des syst\u00e8mes du futur, SystemX, et ses partenaires SNCF, Alstom et Systra,...\" \/>\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.ecinews.fr\/fr\/wp-json\/wp\/v2\/posts\/61727\/\" \/>\n<meta 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