{"id":17856,"date":"2026-10-02T11:57:20","date_gmt":"2026-10-02T09:57:20","guid":{"rendered":"https:\/\/hfswitzerland.ch\/?p=17856"},"modified":"2026-10-02T13:25:53","modified_gmt":"2026-10-02T11:25:53","slug":"perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement","status":"publish","type":"post","link":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/","title":{"rendered":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Les t\u00e9l\u00e9cam\u00e9ras, les radars, le LiDAR et les syst\u00e8mes de fusion de capteurs sont en train de changer la mani\u00e8re dont les robots, les v\u00e9hicules autonomes et les machines industrielles per\u00e7oivent l\u2019espace qui les entoure. La capacit\u00e9 \u00e0 recueillir et interpr\u00e9ter des informations provenant de l\u2019environnement est en effet l\u2019une des \u00e9tapes cl\u00e9s pour rendre l\u2019automatisation plus s\u00fbre et fiable et lui permettre d\u2019accomplir de plus en plus de t\u00e2ches.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En ce sens, la perception artificielle ne signifie plus seulement reconna\u00eetre un objet ou un obstacle, mais construire une repr\u00e9sentation de l\u2019environnement qui sera utile \u00e0 la prise de d\u00e9cisions en temps r\u00e9el. Une technologie de ce fait vou\u00e9e \u00e0 jouer un r\u00f4le de plus en plus important dans la logistique automatis\u00e9e, dans l\u2019agriculture de pr\u00e9cision, dans la robotique et dans la mobilit\u00e9 autonome.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Diff\u00e9rentes technologies, un objectif unique<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La vision par ordinateur, bas\u00e9e sur des t\u00e9l\u00e9cam\u00e9ras et des algorithmes d\u2019intelligence artificielle, est aujourd\u2019hui la technologie la plus r\u00e9pandue pour identifier des personnes, des objets, des d\u00e9fauts ou des situations anormales. La limite demeure la d\u00e9pendance aux conditions ext\u00e9rieures\u202f: lumi\u00e8re insuffisante, poussi\u00e8re, pluie ou brouillard peuvent en r\u00e9duire l\u2019efficacit\u00e9.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le radar offre en revanche une continuit\u00e9 op\u00e9rationnelle sup\u00e9rieure, car il mesure la distance et la vitesse au moyen d\u2019ondes radio, m\u00eame dans les conditions ambiantes difficiles. C\u2019est pourquoi il trouve son application dans les v\u00e9hicules autonomes, les machines agricoles et les v\u00e9hicules industriels mobiles.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le LiDAR ajoute une autre dimension\u202f: \u00e0 travers des impulsions laser, il cr\u00e9e une carte en trois dimensions extr\u00eamement pr\u00e9cise de l\u2019environnement. Il est utilis\u00e9 dans les syst\u00e8mes autonomes les plus avanc\u00e9s, les robots mobiles et les applications o\u00f9 la s\u00e9curit\u00e9 et la localisation sont fondamentales. Ce sera donc le mariage de ces trois technologies qui donnera naissance aux solutions les plus efficaces.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Le d\u00e9fi de l\u2019int\u00e9gration<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">En ce sens, l\u2019avenir de la perception artificielle ne sera pas d\u00e9termin\u00e9 par un seul capteur, mais par la capacit\u00e9 \u00e0 en combiner plusieurs, dans ce que l\u2019on appelle la fusion de capteurs. La capacit\u00e9 \u00e0 int\u00e9grer des donn\u00e9es provenant de t\u00e9l\u00e9cam\u00e9ras, radars, LiDAR et autres syst\u00e8mes, de mani\u00e8re \u00e0 compenser les limites de chaque technologie.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cette int\u00e9gration permet aux machines de fonctionner dans des environnements moins structur\u00e9s et plus dynamiques et d\u2019augmenter la fiabilit\u00e9 et la s\u00e9curit\u00e9. Il s\u2019agira d\u2019une \u00e9volution m\u00e9morable. Dans les entrep\u00f4ts automatis\u00e9s, sur les chantiers, dans les champs, et plus g\u00e9n\u00e9ralement sur nos routes, nous n\u2019aurons pas des machines qui \u00ab\u202fvoient\u202f\u00bb, mais de v\u00e9ritables syst\u00e8mes autonomes capables d\u2019interpr\u00e9ter ce qui se passe autour d\u2019eux et de r\u00e9agir en cons\u00e9quence.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les t\u00e9l\u00e9cam\u00e9ras, les radars, le LiDAR et les syst\u00e8mes de fusion de capteurs sont en train de changer la mani\u00e8re dont les robots, les v\u00e9hicules autonomes et les machines industrielles per\u00e7oivent l\u2019espace qui les entoure. La capacit\u00e9 \u00e0 recueillir et interpr\u00e9ter des informations provenant de l\u2019environnement est en effet l\u2019une des \u00e9tapes cl\u00e9s pour rendre [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":17855,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[334,126],"tags":[],"class_list":["post-17856","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-intelligence-artificielle-numerisation","category-non-classifiee"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland<\/title>\n<meta name=\"description\" content=\"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland\" \/>\n<meta property=\"og:description\" content=\"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/\" \/>\n<meta property=\"og:site_name\" content=\"Hf Switzerland\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-02T09:57:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-02T11:25:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"2268\" \/>\n\t<meta property=\"og:image:height\" content=\"1311\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"be-content\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"be-content\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/\"},\"author\":{\"name\":\"be-content\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#\\\/schema\\\/person\\\/acff20f53dc39d5244847e1a0733d07d\"},\"headline\":\"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0\",\"datePublished\":\"2026-10-02T09:57:20+00:00\",\"dateModified\":\"2026-10-02T11:25:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/\"},\"wordCount\":524,\"publisher\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/artificial-perception-lidar-radar-computer-vision-1.jpeg\",\"articleSection\":[\"Intelligence artificielle &amp; Num\u00e9risation\",\"Non classifi\u00e9(e)\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/\",\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/\",\"name\":\"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/artificial-perception-lidar-radar-computer-vision-1.jpeg\",\"datePublished\":\"2026-10-02T09:57:20+00:00\",\"dateModified\":\"2026-10-02T11:25:53+00:00\",\"description\":\"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#primaryimage\",\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/artificial-perception-lidar-radar-computer-vision-1.jpeg\",\"contentUrl\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/artificial-perception-lidar-radar-computer-vision-1.jpeg\",\"width\":2268,\"height\":1311,\"caption\":\"Autonomous vehicle using LiDAR, radar and computer vision to perceive its surrounding environment\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/\",\"name\":\"Hf Switzerland\",\"description\":\"Global Fairs. Global Business\",\"publisher\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#organization\",\"name\":\"Hf Switzerland\",\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/logo-dark-deutschemesse.svg\",\"contentUrl\":\"https:\\\/\\\/hfswitzerland.ch\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/logo-dark-deutschemesse.svg\",\"width\":72,\"height\":72,\"caption\":\"Hf Switzerland\"},\"image\":{\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/#\\\/schema\\\/person\\\/acff20f53dc39d5244847e1a0733d07d\",\"name\":\"be-content\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g\",\"caption\":\"be-content\"},\"url\":\"https:\\\/\\\/hfswitzerland.ch\\\/fr\\\/author\\\/be-content\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland","description":"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/","og_locale":"fr_FR","og_type":"article","og_title":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland","og_description":"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.","og_url":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/","og_site_name":"Hf Switzerland","article_published_time":"2026-10-02T09:57:20+00:00","article_modified_time":"2026-10-02T11:25:53+00:00","og_image":[{"width":2268,"height":1311,"url":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg","type":"image\/jpeg"}],"author":"be-content","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"be-content","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#article","isPartOf":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/"},"author":{"name":"be-content","@id":"https:\/\/hfswitzerland.ch\/fr\/#\/schema\/person\/acff20f53dc39d5244847e1a0733d07d"},"headline":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0","datePublished":"2026-10-02T09:57:20+00:00","dateModified":"2026-10-02T11:25:53+00:00","mainEntityOfPage":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/"},"wordCount":524,"publisher":{"@id":"https:\/\/hfswitzerland.ch\/fr\/#organization"},"image":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#primaryimage"},"thumbnailUrl":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg","articleSection":["Intelligence artificielle &amp; Num\u00e9risation","Non classifi\u00e9(e)"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/","url":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/","name":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0 - Hf Switzerland","isPartOf":{"@id":"https:\/\/hfswitzerland.ch\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#primaryimage"},"image":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#primaryimage"},"thumbnailUrl":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg","datePublished":"2026-10-02T09:57:20+00:00","dateModified":"2026-10-02T11:25:53+00:00","description":"De la vision par ordinateur \u00e0 la fusion de capteurs\u202f: d\u00e9couvrez comment le LiDAR, les radars et les capteurs 3D transforment actuellement les robots, les v\u00e9hicules autonomes et les syst\u00e8mes industriels en machines capables d\u2019interpr\u00e9ter et de s\u2019adapter \u00e0 l\u2019environnement.","breadcrumb":{"@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#primaryimage","url":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg","contentUrl":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2026\/10\/artificial-perception-lidar-radar-computer-vision-1.jpeg","width":2268,"height":1311,"caption":"Autonomous vehicle using LiDAR, radar and computer vision to perceive its surrounding environment"},{"@type":"BreadcrumbList","@id":"https:\/\/hfswitzerland.ch\/fr\/perception-artificielle-comment-les-machines-apprennent-a-interpreter-lenvironnement\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/hfswitzerland.ch\/fr\/"},{"@type":"ListItem","position":2,"name":"Perception artificielle\u202f: comment les machines apprennent \u00e0 interpr\u00e9ter l\u2019environnement\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/hfswitzerland.ch\/fr\/#website","url":"https:\/\/hfswitzerland.ch\/fr\/","name":"Hf Switzerland","description":"Global Fairs. Global Business","publisher":{"@id":"https:\/\/hfswitzerland.ch\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/hfswitzerland.ch\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/hfswitzerland.ch\/fr\/#organization","name":"Hf Switzerland","url":"https:\/\/hfswitzerland.ch\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/hfswitzerland.ch\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2023\/09\/logo-dark-deutschemesse.svg","contentUrl":"https:\/\/hfswitzerland.ch\/wp-content\/uploads\/2023\/09\/logo-dark-deutschemesse.svg","width":72,"height":72,"caption":"Hf Switzerland"},"image":{"@id":"https:\/\/hfswitzerland.ch\/fr\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/hfswitzerland.ch\/fr\/#\/schema\/person\/acff20f53dc39d5244847e1a0733d07d","name":"be-content","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b487fda3d78f06784c223a832f32c22547ff30338cc69f8b64b290c46b3dc395?s=96&d=mm&r=g","caption":"be-content"},"url":"https:\/\/hfswitzerland.ch\/fr\/author\/be-content\/"}]}},"_links":{"self":[{"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/posts\/17856","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/comments?post=17856"}],"version-history":[{"count":1,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/posts\/17856\/revisions"}],"predecessor-version":[{"id":17857,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/posts\/17856\/revisions\/17857"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/media\/17855"}],"wp:attachment":[{"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/media?parent=17856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/categories?post=17856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hfswitzerland.ch\/fr\/wp-json\/wp\/v2\/tags?post=17856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}