{"id":36536,"date":"2020-09-09T12:05:03","date_gmt":"2020-09-09T16:05:03","guid":{"rendered":"https:\/\/cifar661.wpengine.com\/cifarnews\/2020\/09\/09\/sanja-fidler-is-taking-data-to-the-next-level-with-ai-assisted-annotation-tool\/"},"modified":"2021-11-25T02:25:09","modified_gmt":"2021-11-25T07:25:09","slug":"sanja-fidler-fait-passer-les-donnees-au-niveau-superieur-avec-un-outil-dannotation-assiste-par-lia","status":"publish","type":"post","link":"https:\/\/cifar.ca\/fr\/cifarnews\/2020\/09\/09\/sanja-fidler-fait-passer-les-donnees-au-niveau-superieur-avec-un-outil-dannotation-assiste-par-lia\/","title":{"rendered":"Sanja Fidler fait passer les donn\u00e9es au niveau sup\u00e9rieur avec un outil d\u2019annotation assist\u00e9 par l\u2019IA"},"content":{"rendered":"<p dir=\"ltr\"><span class=\"highlight-text\">Sanja Fidler aide les chercheurs \u00e0 mettre \u00e0 l\u2019\u00e9chelle leurs innovations en IA gr\u00e2ce \u00e0 son outil assist\u00e9 par l\u2019IA qui peut \u00e9tiqueter rapidement et avec pr\u00e9cision de grandes quantit\u00e9s de donn\u00e9es.\u00a0<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">Titulaire d\u2019une chaire en IA Canada-CIFAR et membre de l\u2019Institut Vecteur, Sanja Fidler se sp\u00e9cialise en vision par ordinateur, plus pr\u00e9cis\u00e9ment en d\u00e9tection d\u2019objets 2D et 3D. Elle est aussi professeure agr\u00e9g\u00e9e \u00e0 l\u2019Universit\u00e9 de Toronto et directrice du laboratoire de recherche en IA NVIDIA \u00e0 Toronto.<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">Habituellement, l\u2019\u00e9tiquetage de donn\u00e9es, ou l\u2019annotation, est un processus laborieux r\u00e9alis\u00e9 par les humains. En plus de prendre beaucoup de temps, cette d\u00e9marche peut devenir incroyablement fastidieuse et propice aux erreurs li\u00e9es \u00e0 la fatigue. Cependant, l\u2019\u00e9tiquetage de donn\u00e9es est essentiel pour entra\u00eener des algorithmes robustes.<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">\u00ab\u00a0Les donn\u00e9es sont vraiment l\u2019\u00e9l\u00e9ment vital de l\u2019apprentissage automatique, explique-t-elle. Sans donn\u00e9es, l\u2019apprentissage automatique n\u2019est pas possible. Dans de nombreux domaines, notamment en vision par ordinateur, l\u2019\u00e9tiquetage des donn\u00e9es forme un \u00e9norme goulot d\u2019\u00e9tranglement.\u00a0\u00bb Elle ajoute que, dans certains cas, la majorit\u00e9 du temps et des d\u00e9penses d\u2019un projet est consacr\u00e9e \u00e0 la cueillette et \u00e0 l\u2019\u00e9tiquetage de donn\u00e9es. Selon elle, certaines entreprises d\u00e9cident d\u2019utiliser moins de donn\u00e9es et, du m\u00eame coup, des algorithmes moins performants afin de respecter l\u2019\u00e9chancier d\u2019un projet ou d\u2019un prototype.<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">Sanja Fidler et son \u00e9quipe d\u2019\u00e9tudiants de l\u2019Universit\u00e9 de Toronto ont \u00e9t\u00e9 amen\u00e9s \u00e0 cr\u00e9er une\u00a0<a class=\"color-red\" href=\"http:\/\/aidemos.cs.toronto.edu\/annotation-suite\/\">plateforme d\u2019annotation<\/a>\u00a0qui aiderait les entreprises et les universit\u00e9s \u00e0 mettre \u00e0 l\u2019\u00e9chelle leurs produits et services.\u00a0<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">\u00ab\u00a0Nous avons d\u00e9cid\u00e9 de cr\u00e9er un logiciel qui utiliserait toutes les techniques que nous avons d\u00e9velopp\u00e9es au laboratoire et \u00e0 l\u2019ext\u00e9rieur, et de les int\u00e9grer \u00e0 une plateforme d\u2019\u00e9tiquetage assist\u00e9e par l\u2019IA que les chercheurs et les entreprises pourraient utiliser\u00a0\u00bb, indique-t-elle.\u00a0<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">Cette\u00a0<a class=\"color-red\" href=\"https:\/\/www.youtube.com\/watch?v=b3IqxeozEXE\">application<\/a>\u00a0effectue automatiquement les t\u00e2ches de segmentation des pixels et d\u2019\u00e9tiquetage des objets, des t\u00e2ches importantes pour de nombreuses applications, dont celles d\u2019imagerie m\u00e9dicale et de conduite autonome.\u00a0<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">La recherche de Sanja Fidler pourrait grandement acc\u00e9lerer ce processus important. \u00ab\u00a0Imaginez que cela vous prend quelques semaines pour \u00e9tiqueter un million d\u2019images, dit-elle. Nous croyons que, dans l\u2019avenir, vous serez en mesure d\u2019\u00e9tiqueter de 10\u00a0\u00e0 100\u00a0millions d\u2019images en m\u00eame temps.\u00a0\u00bb\u00a0<\/span><\/p>\n<p dir=\"ltr\"><span class=\"font-ttnorms\">Sanja Fidler a re\u00e7u, en 2020, le prix Connaught pour l\u2019innovation pour son travail sur l\u2019annotation assist\u00e9e par l\u2019IA.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Plateforme d&rsquo;annotation pour la mise \u00e0 l\u2019\u00e9chelle des donn\u00e9es<\/p>\n","protected":false},"author":65,"featured_media":36633,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1842,3972],"tags":[4402,4410,824,4409],"class_list":["post-36536","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-profil","category-strategie-pancanadienne-en-matiere-dia","tag-chaires-en-ia-canada-cifar","tag-institut-vecteur","tag-intelligence-artificielle","tag-sanja-fidler-fr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - 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