Les r\u00e9seaux neuronaux convolutifs (CNN) ont apport\u00e9 des avanc\u00e9es consid\u00e9rables dans le domaine de la reconnaissance d’images. Leur utilisation a permis des progr\u00e8s significatifs dans des domaines tels que la vision par ordinateur, la robotique et la m\u00e9decine. Dans cet article, nous explorerons les derni\u00e8res avanc\u00e9es en mati\u00e8re de CNN et comment ils sont utilis\u00e9s pour la reconnaissance d’images.<\/p>\n

Pour commencer, voici des tutoriels pour vous aider \u00e0 vous familiariser avec la mise en \u0153uvre de CNN sur diff\u00e9rentes plates-formes.<\/p>\n

Pour les utilisateurs de Windows, un tutoriel \u00e9tape par \u00e9tape est disponible pour mettre en place un CNN sur votre syst\u00e8me. De m\u00eame, les utilisateurs de Linux et d’Apple peuvent \u00e9galement profiter des avantages des CNN en suivant des tutoriels d\u00e9taill\u00e9s sp\u00e9cifiques \u00e0 leur syst\u00e8me d’exploitation.<\/p>\n

En ce qui concerne les questions fr\u00e9quemment pos\u00e9es, un r\u00e9seau neuronal convolutif est un type de r\u00e9seau de neurones artificiels particuli\u00e8rement efficace pour la reconnaissance d’images, inspir\u00e9 par le fonctionnement du cerveau humain. Les derni\u00e8res avanc\u00e9es en mati\u00e8re de CNN incluent des architectures plus complexes telles que ResNet, Inception et DenseNet, ainsi que des techniques comme le transfert d’apprentissage et l’augmentation de donn\u00e9es, contribuant \u00e0 des performances accrues.<\/p>\n

Pour commencr \u00e0 utiliser CNN pour la reconnaissance d’images, les tutoriels mentionn\u00e9s dans cet article sont un bon point de d\u00e9part. Une fois les bases comprises, il est possible d’explorer des ensembles de donn\u00e9es publics et des cadres d’apprentissage profond pour commencer \u00e0 construire ses propres mod\u00e8les CNN.<\/p>\n

Enfin, des liens externes utiles vers des ressources en ligne en fran\u00e7ais sont fournis pour les lecteurs souhaitant approfondir leurs connaissances.<\/p>\n

En conclusion, les CNN ont apport\u00e9 des avanc\u00e9es significatives dans la reconnaissance d’images et continuent d’\u00eatre une technologie cl\u00e9 dans le domaine de l’intelligence artificielle. En suivant les tutoriels et en explorant les ressources en ligne, il est possible de se familiariser avec cette technologie passionnante et de commencer \u00e0 l’appliquer dans ses propres projets.<\/p>\n","protected":false},"excerpt":{"rendered":"

Les r\u00e9seaux neuronaux convolutifs (CNN) ont apport\u00e9 des avanc\u00e9es consid\u00e9rables dans le domaine de la reconnaissance d’images. Leur utilisation a […]<\/p>\n","protected":false},"author":1,"featured_media":10713,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1,4],"tags":[273,155,260,272,266,271,264,270,265,276,166,169,278,159,151,171,279,168,167,274,158,150,259,163,160,165,157,154,161,152,162,275,261,277,267,269,164,268,262,156,263,153],"class_list":["post-10712","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-les_infos_geek","category-tutorial_geek","tag-algorithmes-dia","tag-applications","tag-apprentissage-automatique","tag-apprentissage-automatique-supervise","tag-apprentissage-non-supervise","tag-apprentissage-par-transfert","tag-apprentissage-profond","tag-apprentissage-renforce","tag-apprentissage-supervise","tag-auto-encodeurs","tag-c","tag-conception-de-sites-web","tag-conception-dapplications-mobiles","tag-css","tag-developpement","tag-developpement-de-logiciels","tag-developpement-dapplications","tag-developpement-mobile","tag-developpement-web","tag-donnees-dentrainement","tag-html","tag-informatique","tag-intelligence-artificielle","tag-java","tag-javascript","tag-kotlin","tag-langages-de-programmation","tag-mobile","tag-php","tag-programmation","tag-python","tag-reconnaissance-dobjets","tag-reseau-de-neurones","tag-reseaux-de-neurones-recurrents","tag-reseaux-neuronaux-convolutifs","tag-robotique-intelligente","tag-swift","tag-traitement-automatique-du-signal","tag-traitement-du-langage-naturel","tag-tutoriels","tag-vision-par-ordinateur","tag-web"],"yoast_head":"\n