{"id":212518,"date":"2023-09-13T15:00:00","date_gmt":"2023-09-13T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=212518"},"modified":"2023-09-13T14:03:12","modified_gmt":"2023-09-13T14:03:12","slug":"les-chercheurs-du-mit-creent-un-modele-de-vision-par-ordinateur-neuf-fois-superieur-aux-anciennes-generations","status":"publish","type":"post","link":"https:\/\/datascientest.com\/les-chercheurs-du-mit-creent-un-modele-de-vision-par-ordinateur-neuf-fois-superieur-aux-anciennes-generations","title":{"rendered":"Les chercheurs du MIT cr\u00e9ent un mod\u00e8le de vision par ordinateur neuf fois sup\u00e9rieur aux anciennes g\u00e9n\u00e9rations"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"212518\" class=\"elementor elementor-212518\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2cf6334 e-flex e-con-boxed e-con\" data-id=\"2cf6334\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da8091b elementor-widget elementor-widget-heading\" data-id=\"da8091b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Lorsqu\u2019un v\u00e9hicule autonome souhaite reconna\u00eetre son environnement, il doit se servir d\u2019un syst\u00e8me de vision par ordinateur pour cat\u00e9goriser chaque pixel enregistr\u00e9 par sa cam\u00e9ra. Mais cette segmentation est un processus complexe et n\u00e9cessitant une importante puissance de calculs. Soucieux d\u2019am\u00e9liorer ce syst\u00e8me, des chercheurs du MIT ont mis au point un nouveau mod\u00e8le de vision par ordinateur, capable d\u2019effectuer une segmentation s\u00e9mantique pr\u00e9cise en temps r\u00e9el sur un appareil aux ressources mat\u00e9rielles limit\u00e9es.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3a0e1f6 e-flex e-con-boxed e-con\" data-id=\"3a0e1f6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dbfd46 elementor-widget elementor-widget-heading\" data-id=\"5dbfd46\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Un nouveau mod\u00e8le de vision par ordinateur ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aec6d4a elementor-widget elementor-widget-text-editor\" data-id=\"aec6d4a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Durant leurs recherches, les chercheurs du MIT souhaitaient <\/span><b>am\u00e9liorer le traitement<\/b><span style=\"font-weight: 400;\"> du calcul lin\u00e9aire des mod\u00e8les de pointe, tout en <\/span><b>conservant leurs capacit\u00e9s<\/b><span style=\"font-weight: 400;\">. Pour cela, ils ont cr\u00e9\u00e9 une suite de nouveaux mod\u00e8les nomm\u00e9s EfficientViT. Cette nouvelle g\u00e9n\u00e9ration a \u00e9t\u00e9 \u00e9valu\u00e9e comme <\/span><b>neuf fois sup\u00e9rieures aux anciens mod\u00e8les<\/b><span style=\"font-weight: 400;\"> en mati\u00e8re d\u2019efficacit\u00e9, tout en gardant la m\u00eame pr\u00e9cision. La performance ne diminuant pas, m\u00eame lorsque le mod\u00e8le est install\u00e9 sur un appareil mobile.<\/span><\/p><p><span style=\"font-weight: 400;\">Selon les \u00e9quipes du MIT, ces nouveaux mod\u00e8les permettraient aux v\u00e9hicules autonomes de<\/span><b> prendre des d\u00e9cisions en temps r\u00e9el<\/b><span style=\"font-weight: 400;\"> et de s\u2019adapter aux changements de situation. Ils pourraient \u00e9galement servir \u00e0 am\u00e9liorer la segmentation d\u2019images m\u00e9dicales et \u00e0 une palanqu\u00e9e <\/span><a href=\"https:\/\/datascientest.com\/computer-vision\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">d\u2019autres t\u00e2ches de vision par ordinateur<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab392af elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"ab392af\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=9vjyMCE-IbI&amp;t=1s&amp;ab_channel=MITHANLab&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56f9e1f e-flex e-con-boxed e-con\" data-id=\"56f9e1f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e5eb2a elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"4e5eb2a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se former \u00e0 la vision par ordinateur<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec3873c elementor-widget elementor-widget-heading\" data-id=\"ec3873c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles diff\u00e9rences avec les anciens ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c2b738 elementor-widget elementor-widget-text-editor\" data-id=\"7c2b738\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Les chercheurs ont con\u00e7u EfficientViT avec <\/span><b>une architecture adapt\u00e9e au mat\u00e9riel<\/b><span style=\"font-weight: 400;\">, afin qu&rsquo;il soit plus facile \u00e0 ex\u00e9cuter sur diff\u00e9rents types d&rsquo;appareils, tels que les casques de r\u00e9alit\u00e9 virtuelle ou les ordinateurs de bord des v\u00e9hicules autonomes.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Pour am\u00e9liorer leurs efficacit\u00e9s, l\u2019\u00e9quipe du MIT a <\/span><b>r\u00e9organis\u00e9 l\u2019ordre des op\u00e9rations<\/b><span style=\"font-weight: 400;\"> pour r\u00e9duire le nombre de calculs n\u00e9cessaires. Mais, afin de conserver une qualit\u00e9 de traitement et d\u2019imagerie minimale, ils ont ajout\u00e9 <\/span><a href=\"https:\/\/datascientest.com\/computational-resources-tout-savoir\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">deux unit\u00e9s de traitement suppl\u00e9mentaires<\/span><\/a><span style=\"font-weight: 400;\"> : l\u2019un aidant les mod\u00e8les \u00e0 mieux reconna\u00eetre les liens entre les objets, l\u2019autre permettant aux mod\u00e8les de se souvenir des objets.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6338d5e elementor-widget elementor-widget-image\" data-id=\"6338d5e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/technologist-with-grey-tablet-his-hands-make-set-up-production-line-while-standing-department-dairy-factory-1024x683.jpg\" class=\"attachment-large size-large wp-image-212520\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/technologist-with-grey-tablet-his-hands-make-set-up-production-line-while-standing-department-dairy-factory-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/technologist-with-grey-tablet-his-hands-make-set-up-production-line-while-standing-department-dairy-factory-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/technologist-with-grey-tablet-his-hands-make-set-up-production-line-while-standing-department-dairy-factory-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/technologist-with-grey-tablet-his-hands-make-set-up-production-line-while-standing-department-dairy-factory.jpg 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a78e758 elementor-widget elementor-widget-text-editor\" data-id=\"a78e758\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En s&rsquo;appuyant sur ces r\u00e9sultats, les chercheurs souhaitent appliquer cette technique pour acc\u00e9l\u00e9rer <\/span><a href=\"https:\/\/datascientest.com\/apprentissage-automatique\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">les mod\u00e8les g\u00e9n\u00e9ratifs d&rsquo;apprentissage automatique<\/span><\/a><span style=\"font-weight: 400;\">, tels que ceux utilis\u00e9s pour g\u00e9n\u00e9rer de nouvelles images. Si cet article vous a plu et que l\u2019actualit\u00e9 data vous int\u00e9resse ou que vous envisagez une formation en Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : news.mit.edu<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-143f5d3 e-flex e-con-boxed e-con\" data-id=\"143f5d3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63fe6f5 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"63fe6f5\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Big Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Lorsqu\u2019un v\u00e9hicule autonome souhaite reconna\u00eetre son environnement, il doit se servir d\u2019un syst\u00e8me de vision par ordinateur pour cat\u00e9goriser chaque pixel enregistr\u00e9 par sa cam\u00e9ra. Mais cette segmentation est un processus complexe et n\u00e9cessitant une importante puissance de calculs. Soucieux d\u2019am\u00e9liorer ce syst\u00e8me, des chercheurs du MIT ont mis au point un nouveau mod\u00e8le de [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":212519,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Les chercheurs du MIT cr\u00e9ent un mod\u00e8le de vision par ordinateur neuf fois sup\u00e9rieur aux anciennes g\u00e9n\u00e9rations<\/title>\n<meta name=\"description\" content=\"Soucieux d\u2019am\u00e9liorer le syst\u00e8me de vision par ordinateur, des chercheurs du MIT ont mis au point un nouveau mod\u00e8le neuf fois plus performants\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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