{"id":12743,"date":"2018-08-03T14:34:00","date_gmt":"2018-08-03T12:34:00","guid":{"rendered":"https:\/\/actualites.rue-montgallet.com\/?p=12743"},"modified":"2018-08-03T14:35:42","modified_gmt":"2018-08-03T12:35:42","slug":"lapprentissage-profond-le-deep-learning-un-domaine-determinant-pour-lavancee-technologique-de-lhumanite","status":"publish","type":"post","link":"https:\/\/www.rue-montgallet.com\/actualites\/lapprentissage-profond-le-deep-learning-un-domaine-determinant-pour-lavancee-technologique-de-lhumanite\/","title":{"rendered":"Le Deep Learning\u00a0: l\u2019apprentissage profond, un domaine d\u00e9terminant pour l\u2019avanc\u00e9e technologique de l\u2019humanit\u00e9."},"content":{"rendered":"<p align=\"JUSTIFY\">Le Deep Learning appel\u00e9 \u00e9galement l&rsquo;apprentissage profond; c\u2019est de cet apprentissage structur\u00e9 qu\u2019est apparue les facult\u00e9s d\u2019un ordinateur \u00e0 analyser les param\u00e8tres d\u2019un signal sonore et visuel que nous connaissons aujourd\u2019hui sous les noms de reconnaissance faciale et vocale.<\/p>\n<h1 align=\"JUSTIFY\"><span style=\"font-size: medium;\"><b>Le Deep Learning dans le domaine visuel<\/b><\/span><\/h1>\n<p align=\"JUSTIFY\">Les capacit\u00e9s d\u2019une machine \u00e0 reconnaitre les caract\u00e9ristiques visuelles d\u2019un sujet r\u00e9sultent du <strong>deep learning<\/strong>. Con\u00e7u suivant un mode de fonctionnement simplifi\u00e9, le dispositif observe l\u2019image, l\u2019enregistre dans sa<strong> base de donn\u00e9es<\/strong> et m\u00e9morise tous les <strong>param\u00e8tres techniques<\/strong>. Les ar\u00eates sp\u00e9cifiques, les formes particuli\u00e8res et l\u2019intensit\u00e9 des cristaux liquides font partie des caract\u00e9ristiques regroup\u00e9es par le vecteur d\u2019information. S\u2019\u00e9tant vulgaris\u00e9 dans le courant des ann\u00e9es 2000, ce concept de <a href=\"https:\/\/www.rue-montgallet.com\/actualites\/lauthentification-biometrique-au-service-de-la-reconnaissance-dune-personne\/\">reconnaissance faciale<\/a> est aujourd\u2019hui plus pr\u00e9cis notamment gr\u00e2ce \u00e0 la nette \u00e9volution constat\u00e9e sur la capacit\u00e9 d\u2019analyse automatique. Les diff\u00e9rences sur ces divers facteurs sont alors plus rapidement localis\u00e9es par le programme. Tr\u00e8s utilis\u00e9e dans le <strong>domaine de la s\u00e9curit\u00e9<\/strong> autant publique que priv\u00e9e, cette technologie est tr\u00e8s efficace pour les recherches d\u2019individus une fois connect\u00e9e avec la base de donn\u00e9es des fichiers publics.<\/p>\n<h2 align=\"JUSTIFY\"><em><span style=\"font-size: medium;\"><b>Le son et le Deep Learning<\/b><\/span><\/em><\/h2>\n<p align=\"JUSTIFY\"><strong>L\u2019apprentissage profond<\/strong> regroupe aussi dans son d\u2019activit\u00e9 toutes les technologies qui font qu\u2019un ordinateur soit capable de <strong>reconnaitre avec pr\u00e9cision un son<\/strong>. L\u2019objectif de cette technique informatique consiste essentiellement \u00e0 effectuer des <strong>analyses sur la voix humaine<\/strong> et \u00e0 traiter les donn\u00e9es sauvegard\u00e9es afin de v\u00e9rifier l\u2019identit\u00e9 d\u2019une personne. Initialement mis au point par les ing\u00e9nieurs des <strong>laboratoires am\u00e9ricains Bell Labs<\/strong> dans le courant des ann\u00e9es 1950, ce syst\u00e8me a connu un essor sans pr\u00e9c\u00e9dent \u00e0 la fin des ann\u00e9es 70. Cette p\u00e9riode a \u00e9t\u00e9 marqu\u00e9e par sa commercialisation sur des <strong>microprocesseurs \u00e0 circuits imprim\u00e9s<\/strong>. Faisant aussi partie du domaine de du deep learning, nous avons le traitement automatique du langage naturel. Il s\u2019agit d\u2019une branche d\u2019activit\u00e9 qui vise \u00e0 mettre au point les outils qui permettent de traiter la voix humaine pour des <a href=\"https:\/\/www.rue-montgallet.com\/actualites\/les-applications-les-plus-telecharges-sur-app-store\/\">applications diversifi\u00e9es<\/a>.<\/p>\n<p align=\"JUSTIFY\"><span style=\"font-size: medium;\"><b>Un mode de fonctionnement simple et efficace\u00a0:<\/b><\/span><\/p>\n<p align=\"JUSTIFY\">En r\u00e9sum\u00e9, l\u2019apprentissage profond est compos\u00e9 par des <strong>algorithmes d\u2019apprentissage automatis\u00e9s<\/strong> qui se servent des diverses superpositions d\u2019unit\u00e9 de traitement non lin\u00e9aire visant \u00e0 <strong>extraire et \u00e0 transformer des caract\u00e9ristiques<\/strong>.\u00a0L\u2019entr\u00e9e de chaque couche est alors utilis\u00e9e par la pr\u00e9c\u00e9dente pour servir de sortie. C\u2019est cette sp\u00e9cificit\u00e9 technique qui permet au dispositif de reconnaitre des mod\u00e8les. D\u2019un point de vue plus technique, le deep learning se sert des <strong>nappes cach\u00e9es des successions de neurones artificiels<\/strong> et des calculs complexes pour aboutir \u00e0 des <strong>algorithmes applicables dans la robotique<\/strong>, la <strong>bio-informatique<\/strong> et la <strong>reconnaissance des formes<\/strong>. Les domaines d\u2019utilisation de l\u2019apprentissage profond peuvent toutefois s\u2019\u00e9tendre dans <strong>la sant\u00e9, l\u2019art, l\u2019intelligence artificielle et la reconnaissance visuelle<\/strong> qui peut conduire dans un futur proche \u00e0 la cr\u00e9ation d\u2019une voiture autonome d\u00e9pourvue de conducteur. Si les recherches sur ce type d\u2019apprentissage ont initialement \u00e9t\u00e9 men\u00e9es afin de rendre l\u2019humanit\u00e9 meilleure, il est actuellement victime de nombreuses controverses quant \u00e0 une \u00e9ventuelle mauvaise utilisation de ses capacit\u00e9s.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le Deep Learning appel\u00e9 \u00e9galement l&rsquo;apprentissage profond; c\u2019est de cet apprentissage structur\u00e9 qu\u2019est apparue les [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":12744,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[39],"tags":[],"class_list":["post-12743","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actu"],"yasr_visitor_votes":{"stars_attributes":{"read_only":false,"span_bottom":false},"number_of_votes":0,"sum_votes":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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