{"id":32276,"date":"2025-08-21T11:25:48","date_gmt":"2025-08-21T09:25:48","guid":{"rendered":"https:\/\/niryo.com\/?p=32276"},"modified":"2026-01-22T09:50:36","modified_gmt":"2026-01-22T08:50:36","slug":"allier-ia-robotique-enseignement","status":"publish","type":"post","link":"https:\/\/niryo.com\/fr\/allier-ia-robotique-enseignement\/","title":{"rendered":"Comment allier l&rsquo;intelligence Artificielle (IA) et la robotique dans vos enseignements, du secondaire au sup\u00e9rieur ?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">La notion d\u2019intelligence artificielle est omnipr\u00e9sente et ses champs d\u2019application sont si vastes que son enseignement, et ce d\u00e8s le secondaire, est d\u00e9sormais indispensable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ceci s\u2019applique \u00e9galement au domaine de la robotique.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ainsi l\u2019int\u00e9gration de l\u2019IA \u00e0 l\u2019enseignement de la robotique peut se faire sur trois plans :<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">La vision : reconnaissance d\u2019objets via l\u2019intelligence artificielle et manutention op\u00e9r\u00e9e ensuite par le robot<\/span><\/li>\n<li><span style=\"font-weight: 400;\">La gamification : en apprenant par exemple au robot \u00e0 jouer aux \u00e9checs<\/span><\/li>\n<li><span style=\"font-weight: 400;\">le \u201cmachine learning\u201d : l&rsquo;entra\u00eenement du robot pour qu\u2019il puisse prendre des d\u00e9cisions de mani\u00e8re autonome<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mais commen\u00e7ons par d\u00e9finir plus pr\u00e9cis\u00e9ment la notion d\u2019intelligence artificielle.<\/span><\/p>\n<p><b>\u00a0<\/b><\/p>\n<h2><b>D\u00e9finition de l\u2019IA<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On peut d\u00e9finir l\u2019intelligence artificielle comme un domaine de comp\u00e9tences et de recherche qui agglom\u00e8re tous les programmes et algorithmes permettant \u00e0 des machines d\u2019op\u00e9rer des t\u00e2ches qui semblaient \u00e0 brule pour point le propre de l\u2019intelligence humaine : r\u00e9solution de probl\u00e8mes, apprentissage ou prise de d\u00e9cision par exemple.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-31516 aligncenter\" src=\"https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-300x200.jpg\" alt=\"\" width=\"576\" height=\"384\" srcset=\"https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-300x200.jpg 300w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-1024x683.jpg 1024w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-768x512.jpg 768w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-1536x1024.jpg 1536w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-2048x1366.jpg 2048w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/06\/412A7233-2-1200x800.jpg 1200w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Son spectre d\u2019expertise est donc de facto originellement tr\u00e8s large, sollicitant entre autres les sciences cognitives, celles des donn\u00e9es ou la programmation informatique.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dans la perspective de la robotique, si cette derni\u00e8re vise l\u2019automatisation de t\u00e2ches r\u00e9p\u00e9titives en lieu et place des hommes, son association \u00e0 de l\u2019IA permet l\u2019automatisation compl\u00e8te, \u00e0 savoir d\u00e9finition \u2013 assignation \u2013 validation de ses t\u00e2ches. Et m\u00eame adaptation en fonction d\u2019un changement de param\u00e8tres.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><b>Un cas d\u2019application fondamental pour l\u2019int\u00e9gration de l\u2019IA dans la robotique : la vision<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">G\u00e9n\u00e9ralement le premier cas d\u2019application qui vient \u00e0 l\u2019esprit est le recours \u00e0 la vision. Un syst\u00e8me de reconnaissance d\u2019objets va permettre au robot :<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span style=\"font-weight: 400;\"> \u00a0 <\/span> <span style=\"font-weight: 400;\">de discriminer un objet par rapport \u00e0 un autre (formes, couleurs, etc)<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 <\/span> <span style=\"font-weight: 400;\">de le localiser dans un espace donn\u00e9 (dit \u00ab workspace \u00bb)<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 <\/span> <span style=\"font-weight: 400;\">de le prendre en charge (pick &amp; place par exemple)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0Niryo propose d\u2019ailleurs un kit vision en ce sens incluant la cam\u00e9ra, un <a href=\"https:\/\/niryo.com\/fr\/produit\/kit-vision\/\">workspace et des accessoires<\/a> \u00e0 saisir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00a0Ainsi par exemple en fili\u00e8re NSI au lyc\u00e9e, des professeurs proposent des cas d\u2019\u00e9tude qui sollicitent le cobot Ned2, l\u2019IA et un serveur de donn\u00e9es pour simuler un inventaire d\u2019entrep\u00f4ts. Le robot doit d\u00e9tecter des d\u00e9fauts sur des cannettes par exemple via un syst\u00e8me de vision, les trier (rebus ou stock) et exporter ses donn\u00e9es sur un serveur tiers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-29251 aligncenter\" src=\"https:\/\/niryo.com\/wp-content\/uploads\/2025\/05\/sti2d-300x292.webp\" alt=\"\" width=\"547\" height=\"532\" srcset=\"https:\/\/niryo.com\/wp-content\/uploads\/2025\/05\/sti2d-300x292.webp 300w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/05\/sti2d-768x747.webp 768w, https:\/\/niryo.com\/wp-content\/uploads\/2025\/05\/sti2d.webp 800w\" sizes=\"auto, (max-width: 547px) 100vw, 547px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ainsi pour ce TP, les \u00e9l\u00e8ves sollicitent leur connaissance en programmation, robotique, r\u00e9seau et gestion de donn\u00e9es.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">La stack technique du robot Niryo est compatible entre autres avec Open CV et Tensorflow.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><b>Pour aller plus loin la gamification<\/b><\/h2>\n<p><b>\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Un moyen efficace pour sensibiliser les \u00e9l\u00e8ves, \u00e9veiller leur int\u00e9r\u00eat et les embarquer dans plusieurs heures de TP passionnantes est le recours \u00e0 une approche ludique de l\u2019IA et la robotique. Faire faire un enjeu au robot est une approche pertinente. On pense assez facilement aux \u00e9checs mais Niryo propose de choisir le jeu du Morpion.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Le robot via le syst\u00e8me de vision va cartographier la zone de jeu. Il sera \u00e9galement en mesure d\u2019appr\u00e9cier le niveau de difficult\u00e9 et de s\u2019adapter. Vous pouvez trouvez l\u2019ensemble de l\u2019\u00e9nonc\u00e9, les lignes de codes, la liste des \u00e9quipements n\u00e9cessaires pour r\u00e9aliser ce jeu dans <a href=\"https:\/\/academy.niryo.com\/mod\/page\/view.php?id=267\">Niryo Academy<\/a>.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>Le machine learning : quand le robot apprend en autonomie<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">La soci\u00e9t\u00e9 d\u2019IA open source Hugging Face vient de lancer un guide d\u00e9taill\u00e9 qui permet \u00e0 chacun de cr\u00e9er et de former son propre robot avec de l\u2019IA. Cette initiative vise \u00e0 rendre la robotique plus accessible \u00e0 un plus grand nombre de d\u00e9veloppeurs, qu\u2019ils soient exp\u00e9riment\u00e9s ou novices.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hugging Face a publi\u00e9 <\/span><b>un <a href=\"https:\/\/huggingface.co\/lerobot\">tutoriel complet<\/a><\/b> <b>pour construire des robots aliment\u00e9s par l\u2019IA<\/b><span style=\"font-weight: 400;\">, bas\u00e9 sur sa plateforme LeRobot, lanc\u00e9e en mai. Ce guide accompagne les d\u00e9veloppeurs \u00e0 chaque \u00e9tape, de la collecte des pi\u00e8ces \u00e0 la mise en place des mod\u00e8les d\u2019intelligence artificielle.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Niryo travaille actuellement \u00e0 rendre <\/span><b>les robots Niryo compatibles avec Hugging Face<\/b><span style=\"font-weight: 400;\">, ce qui permettra d\u2019utiliser facilement ces mod\u00e8les dans des contextes p\u00e9dagogiques ou exp\u00e9rimentaux.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La notion d\u2019intelligence artificielle est omnipr\u00e9sente et ses champs d\u2019application sont si vastes que son enseignement, et ce d\u00e8s le secondaire, est d\u00e9sormais indispensable. Ceci s\u2019applique \u00e9galement au domaine de la robotique. &nbsp; Ainsi l\u2019int\u00e9gration de l\u2019IA \u00e0 l\u2019enseignement de la robotique peut se faire sur trois plans : &nbsp; La vision : reconnaissance d\u2019objets [&hellip;]<\/p>\n","protected":false},"author":151,"featured_media":32278,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[202],"tags":[],"class_list":["post-32276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-robotique-educative"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Allier IA et robotique dans vos enseignements, du secondaire au sup\u00e9rieur<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment l&#039;IA peut devenir une v\u00e9ritable source 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