{"id":256308,"date":"2024-11-05T13:57:24","date_gmt":"2024-11-05T13:57:24","guid":{"rendered":"https:\/\/datascientest.com\/?p=256308"},"modified":"2024-11-05T14:01:12","modified_gmt":"2024-11-05T14:01:12","slug":"meta-developpe-des-capacites-sensorielles-pour-robots","status":"publish","type":"post","link":"https:\/\/datascientest.com\/meta-developpe-des-capacites-sensorielles-pour-robots","title":{"rendered":"Meta d\u00e9veloppe des capacit\u00e9s sensorielles pour robots"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"256308\" class=\"elementor elementor-256308\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c6244f e-flex e-con-boxed e-con\" data-id=\"3c6244f\" 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-ec6971a elementor-widget elementor-widget-text-editor\" data-id=\"ec6971a\" 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;\">Meta, en partenariat avec des entreprises sp\u00e9cialis\u00e9es en robotique et capteurs, d\u00e9voile un ambitieux projet visant \u00e0 doter les robots de capacit\u00e9s sensorielles similaires au toucher humain. Ces dispositifs doivent permettre aux robots de mieux comprendre leur environnement physique, ouvrant ainsi des perspectives pour des applications en recherche, en sant\u00e9 et dans d&rsquo;autres secteurs.<\/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-b24aa90 elementor-widget elementor-widget-heading\" data-id=\"b24aa90\" 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\">Une nouvelle \u00e9tape pour l\u2019intelligence artificielle incarn\u00e9e\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a87a419 elementor-widget elementor-widget-text-editor\" data-id=\"a87a419\" 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;\">Le toucher constitue une fronti\u00e8re cruciale pour le d\u00e9veloppement de l\u2019<\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\"><span style=\"font-weight: 400;\">intelligence artificielle incarn\u00e9e<\/span><\/a><span style=\"font-weight: 400;\">. C\u2019est pourquoi <\/span><b>Meta AI<\/b><span style=\"font-weight: 400;\">, avec ses \u00e9quipes de recherche <\/span><b>FAIR <\/b><span style=\"font-weight: 400;\">(Fundamental AI Research), s\u2019associe avec <\/span><b>GelSight Inc <\/b><span style=\"font-weight: 400;\">et <\/span><b>Wonik Robotics <\/b><span style=\"font-weight: 400;\">pour s\u2019affranchir de cette limite.<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019objectif : \u00e9quiper les robots d\u2019une <\/span><b>capacit\u00e9 tactile avanc\u00e9e<\/b><span style=\"font-weight: 400;\">, permettant de d\u00e9tecter non seulement la forme et la texture des objets, mais aussi des caract\u00e9ristiques plus subtiles comme la temp\u00e9rature ou les vibrations. Meta a d\u00e9voil\u00e9 plusieurs capteurs de nouvelle g\u00e9n\u00e9ration, dont le <\/span><i><span style=\"font-weight: 400;\">Digit 360<\/span><\/i><span style=\"font-weight: 400;\">, un capteur en forme de doigt con\u00e7u pour enregistrer les interactions tactiles avec un niveau de d\u00e9tail sans pr\u00e9c\u00e9dent.<\/span><\/p><p><span style=\"font-weight: 400;\">Le <\/span><b>Digit 360<\/b><span style=\"font-weight: 400;\">, d\u00e9velopp\u00e9 en partenariat avec GelSight, incorpore une technologie de num\u00e9risation des signaux tactiles capable de capturer et de traiter des donn\u00e9es de contact en temps r\u00e9el. Gr\u00e2ce \u00e0 un syst\u00e8me optique et \u00e0 des <\/span><a href=\"https:\/\/datascientest.com\/apprentissage-automatique\"><span style=\"font-weight: 400;\">algorithmes d\u2019apprentissage automatique<\/span><\/a><span style=\"font-weight: 400;\"> int\u00e9gr\u00e9s, ce capteur peut percevoir des d\u00e9tails jusqu\u2019alors inaccessibles, comme les d\u00e9formations microscopiques d\u2019un objet au toucher.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Selon <\/span><a href=\"https:\/\/ai.meta.com\/blog\/fair-robotics-open-source\/\"><span style=\"font-weight: 400;\">Meta<\/span><\/a><span style=\"font-weight: 400;\">, ces avanc\u00e9es permettront de cr\u00e9er une \u00ab\u00a0repr\u00e9sentation multimodale\u00a0\u00bb du toucher, un \u00e9l\u00e9ment cl\u00e9 pour que les <\/span><b>robots comprennent le monde physique de mani\u00e8re plus riche<\/b><span style=\"font-weight: 400;\"> et interagissent de mani\u00e8re plus pr\u00e9cise.<\/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-f53a8da elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"f53a8da\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&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>\/*! 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Ce mod\u00e8le int\u00e9grera plusieurs capteurs tactiles pour recueillir des donn\u00e9es sur l\u2019environnement, transmettant ces informations \u00e0 une unit\u00e9 centrale pour analyser la pression, les textures et d\u2019autres variables cruciales pour l\u2019interaction physique. Les deux entreprises ont con\u00e7u un <\/span><b>syst\u00e8me int\u00e9gr\u00e9<\/b><span style=\"font-weight: 400;\">, la plateforme <\/span><i><span style=\"font-weight: 400;\">Meta Digit Plexus<\/span><\/i><span style=\"font-weight: 400;\">, permettant de contr\u00f4ler et d\u2019analyser les donn\u00e9es issues de diff\u00e9rents capteurs, le tout via un seul c\u00e2ble de connexion. Ce niveau de pr\u00e9cision pourrait transformer des secteurs comme la <\/span><b>sant\u00e9<\/b><span style=\"font-weight: 400;\">, o\u00f9 les robots pourraient accomplir des t\u00e2ches complexes n\u00e9cessitant dext\u00e9rit\u00e9 et sensibilit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Meta pr\u00e9voit aussi de mettre \u00e0 disposition de la communaut\u00e9 de chercheurs une version standardis\u00e9e de cette technologie, ce qui permettra de mener des exp\u00e9riences sur l\u2019<\/span><b>interaction humain-robot<\/b><span style=\"font-weight: 400;\"> et d\u2019am\u00e9liorer les capacit\u00e9s de planification et de raisonnement des intelligences artificielles collaboratives.\u00a0<\/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-daf67ab elementor-widget elementor-widget-image\" data-id=\"daf67ab\" 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=\"450\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n-1024x576.jpg\" class=\"attachment-large size-large wp-image-256310\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n-1024x576.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n-300x169.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n-768x432.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n-1536x864.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/465003148_449192324951411_3784938542904648524_n.jpg 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-c38c5aa elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"c38c5aa\" 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\">Cr\u00e9er l'IA de demain<\/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-da587fa elementor-widget elementor-widget-heading\" data-id=\"da587fa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En route vers une intelligence artificielle sociale et collaborative\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ae1b42 elementor-widget elementor-widget-text-editor\" data-id=\"9ae1b42\" 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;\">Pour Meta, ce projet s\u2019inscrit dans une vision plus large : celle de transformer les robots en <\/span><b>partenaires autonomes et collaboratifs<\/b><span style=\"font-weight: 400;\">. En effet, la firme a \u00e9galement annonc\u00e9 le lancement du <\/span><b>benchmark PARTNR<\/b><span style=\"font-weight: 400;\">, un cadre d\u2019\u00e9valuation qui permet d\u2019analyser les capacit\u00e9s de planification et de coop\u00e9ration des mod\u00e8les d\u2019IA dans un contexte d\u2019<\/span><b>interaction humain-robot<\/b><span style=\"font-weight: 400;\">. PARTNR repr\u00e9sente un nouveau standard, offrant une structure de test pour \u00e9valuer comment les robots peuvent participer \u00e0 des t\u00e2ches domestiques en collaboration avec les humains. Gr\u00e2ce \u00e0 ce simulateur avanc\u00e9, Meta cherche \u00e0 r\u00e9soudre les d\u00e9fis li\u00e9s \u00e0 la <\/span><b>cohabitation entre IA et humains<\/b><span style=\"font-weight: 400;\"> en milieu domestique.<\/span><\/p><p><span style=\"font-weight: 400;\">Avec cette nouvelle dynamique, Meta souligne le potentiel d\u2019utilisation des nouvelles technologies de toucher dans des <\/span><b>applications vari\u00e9es<\/b><span style=\"font-weight: 400;\"> : <\/span><b>r\u00e9alit\u00e9 virtuelle<\/b><span style=\"font-weight: 400;\">, <\/span><b>m\u00e9decine<\/b><span style=\"font-weight: 400;\">, <\/span><b>industrie<\/b><span style=\"font-weight: 400;\"> et bien d\u2019autres secteurs o\u00f9 la perception tactile peut transformer les interactions et l\u2019efficacit\u00e9 des machines. Ainsi, Meta entend favoriser l\u2019\u00e9mergence d\u2019une intelligence artificielle v\u00e9ritablement sensible au monde physique.<\/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-edfd7d6 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"edfd7d6\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/video-cdg4-3.xx.fbcdn.net\/o1\/v\/t2\/f2\/m69\/AQOtNt5G6IU4qnkf7Dua3qGbxW31Zt_TXoreeJ_hg_uxklvhgnx1bEYZXD6gw0y0zBworPAATITVEBxSE_rm4mIr.mp4?efg=eyJ4cHZfYXNzZXRfaWQiOjM5NTMwMDE4MzgyNzcxNzcsInZlbmNvZGVfdGFnIjoieHB2X3Byb2dyZXNzaXZlLkZBQ0VCT09LLi5DM2UuMTI4MC5kYXNoX2gyNjQtYmFzaWMtZ2VuMl83MjBwIn0&amp;_nc_ht=video-cdg4-3.xx.fbcdn.net&amp;_nc_cat=110&amp;strext=1&amp;vs=d8a131ca195b855c&amp;_nc_vs=HBksFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HTHBrdFJ2VzBZbTEyU1lGQUZHemxpbzh0M0lKYm1kakFBQUYVAALIAQAVAhg6cGFzc3Rocm91Z2hfZXZlcnN0b3JlL0dDR2l0UnM5OXB3TUtGa0VBQ21LOC1Xa3JPY0pickZxQUFBRhUCAsgBACgAGAAbAogHdXNlX29pbAExEnByb2dyZXNzaXZlX3JlY2lwZQExFQAAJvLI7-X-zoUOFQIoA0MzZSwXQEqMCDEm6XkYGWRhc2hfaDI2NC1iYXNpYy1nZW4yXzcyMHARAHUCAA&amp;ccb=9-4&amp;oh=00_AYDa07bHMP8eFYj7kX3WPwF3LPfJxBxh14x-9eOMv3jxZg&amp;oe=672BDE25&amp;_nc_sid=1d576d\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\n\t\t\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-da8a7a9 elementor-widget elementor-widget-text-editor\" data-id=\"da8a7a9\" 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;\">Si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science ou tout simplement une mont\u00e9e en comp\u00e9tences dans votre domaine, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir nos <\/span><a href=\"https:\/\/datascientest.com\/formations-data\"><span style=\"font-weight: 400;\">offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> ou nos <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\"><span style=\"font-weight: 400;\">articles de blog<\/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-89e6659 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"89e6659\" 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 Data Science<\/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>Meta, en partenariat avec des entreprises sp\u00e9cialis\u00e9es en robotique et capteurs, d\u00e9voile un ambitieux projet visant \u00e0 doter les robots de capacit\u00e9s sensorielles similaires au toucher humain. Ces dispositifs doivent permettre aux robots de mieux comprendre leur environnement physique, ouvrant ainsi des perspectives pour des applications en recherche, en sant\u00e9 et dans d&rsquo;autres secteurs. Une [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":256311,"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 d\u00e9veloppe des capacit\u00e9s sensorielles pour robots<\/title>\n<meta name=\"description\" content=\"Ces dispositifs doivent permettre aux robots de mieux comprendre leur environnement physique, ouvrant ainsi des perspectives pour divers applications.\" \/>\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-developpe-des-capacites-sensorielles-pour-robots\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Meta d\u00e9veloppe des capacit\u00e9s sensorielles pour robots\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/meta-developpe-des-capacites-sensorielles-pour-robots\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-05T13:57:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-05T14:01:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/464907656_463086432888682_8012518818729258865_n.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Gabin Paul\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gabin Paul\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/meta-developpe-des-capacites-sensorielles-pour-robots\",\"url\":\"https:\/\/datascientest.com\/meta-developpe-des-capacites-sensorielles-pour-robots\",\"name\":\"Meta d\u00e9veloppe des capacit\u00e9s sensorielles pour robots\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-11-05T13:57:24+00:00\",\"dateModified\":\"2024-11-05T14:01:12+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\"},\"description\":\"Ces dispositifs doivent permettre aux robots de mieux comprendre leur environnement physique, ouvrant ainsi des perspectives pour divers applications.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/meta-developpe-des-capacites-sensorielles-pour-robots\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\",\"name\":\"Gabin Paul\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"caption\":\"Gabin Paul\"},\"description\":\"Gabin Paul est un journaliste r\u00e9dacteur chez DataScientest. 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