{"id":211288,"date":"2023-09-04T15:00:00","date_gmt":"2023-09-04T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=211288"},"modified":"2023-09-04T13:43:47","modified_gmt":"2023-09-04T13:43:47","slug":"meta-regule-les-discriminations-des-modeles-de-langage-grace-a-ses-outils-ia","status":"publish","type":"post","link":"https:\/\/datascientest.com\/meta-regule-les-discriminations-des-modeles-de-langage-grace-a-ses-outils-ia","title":{"rendered":"Meta r\u00e9gule les discriminations des mod\u00e8les de langage gr\u00e2ce \u00e0 ses outils IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"211288\" class=\"elementor elementor-211288\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b966c3c e-flex e-con-boxed e-con\" data-id=\"b966c3c\" 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-1f77272 elementor-widget elementor-widget-heading\" data-id=\"1f77272\" 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\">Continuant dans sa pouss\u00e9e d\u2019outils IA open source, Meta met \u00e0 jour son mod\u00e8le DINOv2 et d\u00e9voile FACET, un outil d\u2019\u00e9valuation sur l\u2019\u00e9quit\u00e9 des intelligences artificielles concernant les objets et les personnes.<\/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-5aab20f e-flex e-con-boxed e-con\" data-id=\"5aab20f\" 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-19c136f elementor-widget elementor-widget-heading\" data-id=\"19c136f\" 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\">Une mise \u00e0 jour de DINOv2 ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea9419b elementor-widget elementor-widget-text-editor\" data-id=\"ea9419b\" 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;\">Mis en ligne en avril 2023, DINOv2 est <\/span><a href=\"https:\/\/datascientest.com\/computer-vision\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">un mod\u00e8le de vision par ordinateur<\/span><\/a><span style=\"font-weight: 400;\"> open source fonctionnant par apprentissage auto supervis\u00e9 pour entra\u00eener les IA. Ce 1er septembre, Meta a annonc\u00e9 dans <\/span><a href=\"https:\/\/ai.meta.com\/blog\/dinov2-facet-computer-vision-fairness-evaluation\/?utm_source=tldrai\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">un billet de blog<\/span><\/a><span style=\"font-weight: 400;\"> mettre \u00e0 jour son mod\u00e8le de vision en <\/span><b>le rendant disponible sur Apache 2.0<\/b><span style=\"font-weight: 400;\">, ainsi qu\u2019<\/span><b>en publiant des mod\u00e8les de pr\u00e9diction<\/b><span style=\"font-weight: 400;\">. Ces nouveaux mod\u00e8les serviront \u00e0 la segmentation s\u00e9mantique d&rsquo;images et l&rsquo;estimation monoculaire de la profondeur, offrant ainsi aux d\u00e9veloppeurs et aux chercheurs une plus grande flexibilit\u00e9 pour explorer ses capacit\u00e9s sur des t\u00e2ches en aval.<\/span><\/p><p><b>Une d\u00e9mo des capacit\u00e9s de DINOv2<\/b><span style=\"font-weight: 400;\"> est disponible sur le site de <\/span><a href=\"https:\/\/dinov2.metademolab.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Meta<\/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-c26f7a3 elementor-widget elementor-widget-image\" data-id=\"c26f7a3\" 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=\"640\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/pitch_out_of_distribution-36acdf0d-1024x819.png\" class=\"attachment-large size-large wp-image-211291\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/pitch_out_of_distribution-36acdf0d-1024x819.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/pitch_out_of_distribution-36acdf0d-300x240.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/pitch_out_of_distribution-36acdf0d-768x614.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/pitch_out_of_distribution-36acdf0d.png 1095w\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-330e33e e-flex e-con-boxed e-con\" data-id=\"330e33e\" 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-70376fc elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"70376fc\" 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\">Apprendre \u00e0 utiliser Apache 2.0<\/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-762fcc1 elementor-widget elementor-widget-heading\" data-id=\"762fcc1\" 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\">FACET, un outil d\u2019\u00e9valuation ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fb27f9 elementor-widget elementor-widget-text-editor\" data-id=\"8fb27f9\" 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;\">FACET est un outil compos\u00e9 de <\/span><a href=\"https:\/\/ai.meta.com\/datasets\/facet\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">32 000 images<\/span><\/a><span style=\"font-weight: 400;\"> et 50 000 personnes, \u00e9tiquet\u00e9es humainement, prenant en compte <\/span><b>les diff\u00e9rentes classes sociales<\/b><span style=\"font-weight: 400;\"> li\u00e9es aux professions et activit\u00e9s, ainsi que <\/span><b>des caract\u00e9ristiques physiques et d\u00e9mographiques<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">FACET d\u00e9tecte les biais de reconnaissance des mod\u00e8les de vision par ordinateur pour offrir une meilleure reconnaissance et une segmentation plus \u00e9thique des personnes. Pour prouver son efficacit\u00e9, Meta a fait installer FACET sur DINOv2 et a pu observer plusieurs biais de segmentation, DINOv2 ayant tendance \u00e0 st\u00e9r\u00e9otyper les femmes en \u201cinfirmi\u00e8res\u201d.<\/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-0b7a122 elementor-widget elementor-widget-image\" data-id=\"0b7a122\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"336\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n-1024x430.png\" class=\"attachment-large size-large wp-image-211290\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n-1024x430.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n-300x126.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n-768x322.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n-1536x645.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/373070834_815488543592811_4647589620502708324_n.png 1920w\" 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-5aa54b9 elementor-widget elementor-widget-text-editor\" data-id=\"5aa54b9\" 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;\">Meta fournit aux chercheurs et d\u00e9veloppeurs <\/span><b>un outil permettant d\u2019explorer les donn\u00e9es<\/b><span style=\"font-weight: 400;\">, les \u00e9valuer, les tester et les faire valider pour obtenir un meilleur r\u00e9sultat de reconnaissance. C\u2019est pourquoi 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 : ai.meta.com<\/span><\/i><\/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-a24b387 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"a24b387\" 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>Continuant dans sa pouss\u00e9e d\u2019outils IA open source, Meta met \u00e0 jour son mod\u00e8le DINOv2 et d\u00e9voile FACET, un outil d\u2019\u00e9valuation sur l\u2019\u00e9quit\u00e9 des intelligences artificielles concernant les objets et les personnes. Une mise \u00e0 jour de DINOv2 ? Mis en ligne en avril 2023, DINOv2 est un mod\u00e8le de vision par ordinateur open source [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":211289,"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>Meta r\u00e9gule les discriminations des mod\u00e8les de langage gr\u00e2ce \u00e0 ses outils IA<\/title>\n<meta name=\"description\" content=\"Continuant dans sa pouss\u00e9e d\u2019outils IA open source, Meta met \u00e0 jour son mod\u00e8le DINOv2 et d\u00e9voile FACET, un outil d\u2019\u00e9valuation sur l\u2019\u00e9quit\u00e9 des intelligences artificielles\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/meta-regule-les-discriminations-des-modeles-de-langage-grace-a-ses-outils-ia\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Meta r\u00e9gule les discriminations des mod\u00e8les de langage gr\u00e2ce \u00e0 ses outils IA\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/meta-regule-les-discriminations-des-modeles-de-langage-grace-a-ses-outils-ia\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-04T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-04T13:43:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/Capture-decran-2023-09-04-153505.png\" \/>\n\t<meta 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