{"id":2222,"date":"2024-05-27T09:37:53","date_gmt":"2024-05-27T07:37:53","guid":{"rendered":"https:\/\/edu.ge.ch\/site\/prospective\/?p=2222"},"modified":"2024-05-27T09:37:53","modified_gmt":"2024-05-27T07:37:53","slug":"developper-et-manipuler-des-reseaux-de-neurones","status":"publish","type":"post","link":"https:\/\/edu.ge.ch\/site\/prospective\/2024\/05\/27\/developper-et-manipuler-des-reseaux-de-neurones\/","title":{"rendered":"D\u00e9velopper et manipuler des r\u00e9seaux de neurones"},"content":{"rendered":"<p><strong>Outils num\u00e9riques\/ ESII \/ 2023-2024<\/strong><\/p>\n<hr \/>\n<p><span style=\"color: #9e5914\">Responsables du projet : F. Boitard\u00a0 \/ Mail : fanny.boitard(at)edu.ge.ch<\/span><\/p>\n<div data-font-name=\"g_d1_f1\" data-angle=\"0\" data-canvas-width=\"796.6749999999997\">\n<p>2022&#8230; sortie de chatGPT, de dall-E : la puissance des intelligences artificielles nous saisit. Mais comprend-on comment \u00e7a marche ? L\u2019objet de ce projet \u00e9tait de r\u00e9fl\u00e9chir \u00e0 des activit\u00e9s \u00e9l\u00e8ves permettant de d\u00e9couvrir cette technologie.<\/p>\n<p>3 principales technologies ont \u00e9t\u00e9 test\u00e9es, <u>sans \u00e9l\u00e8ves<\/u>\u00a0:<\/p>\n<ul>\n<li>ML5 <a href=\"https:\/\/ml5js.org\/\">https:\/\/ml5js.org\/<\/a> est une biblioth\u00e8que pour javascript qui permet de manipuler des r\u00e9seaux de neurones. Utilise tensorflow de google. Se combine bien avec P5. Voir le cours en ligne de \u00ab\u00a0the coding train\u00a0\u00bb.<br \/>\n=&gt; \u00ab m\u00e9t\u00e9o des \u00ab \u00e9motions \u00bb : on entraine un mod\u00e8le (d\u00e9j\u00e0 pr\u00e9-entra\u00een\u00e9) \u00e0 reconna\u00eetre si on sourit ou si on est triste. On l\u2019utilise ensuite pour afficher des ballons joyeux quand on est content ou une pluie triste quand on est triste.<br \/>\n=&gt; \u00ab escape game \u00bb : on utilise un mod\u00e8le de reconnaissance d\u2019images qui d\u00e9clenche une action particuli\u00e8re quand la cam\u00e9ra observe un objet donn\u00e9 (par exemple, un mug).<\/li>\n<li>Word2Vec\u00a0: \u00ab\u00a0vectorisation\u00a0\u00bb des mots qui permet de faire du calcul avec des mots ! Par exemple (c\u00e9l\u00e8bre\u00a0!): roi+femme-homme = ? (reine). Facile \u00e0 utiliser avec Python et la librairie gensim<\/li>\n<li>Vittasciences\u00a0: permet d\u2019entrainer un mod\u00e8le, de le \u00ab\u00a0visualiser\u00a0\u00bb et de l\u2019utiliser dans du code. <strong>Tr\u00e8s complet, c\u2019est l\u2019outil que nous recommandons \u00e0 l\u2019issue des exp\u00e9rimentations<\/strong>! Voir cette vid\u00e9o pour une pr\u00e9sentation par les cr\u00e9ateurs\u00a0: <a href=\"https:\/\/www.youtube.com\/live\/z5AvIKckMvc?si=_HX9jUp7WVaOWqG8\">https:\/\/www.youtube.com\/live\/z5AvIKckMvc?si=_HX9jUp7WVaOWqG8<\/a><\/li>\n<\/ul>\n<p>Note\u00a0: ces diff\u00e9rentes activit\u00e9s tournent \u00ab\u00a0c\u00f4t\u00e9 client\u00a0\u00bb\u00a0: aucune information n\u2019est transmise en ligne.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Outils num\u00e9riques\/ ESII \/ 2023-2024 Responsables du projet : F. Boitard\u00a0 \/ Mail : fanny.boitard(at)edu.ge.ch 2022&#8230; sortie de chatGPT, de dall-E : la puissance des intelligences artificielles nous saisit. Mais comprend-on comment \u00e7a marche ? L\u2019objet de ce projet \u00e9tait de r\u00e9fl\u00e9chir \u00e0 des activit\u00e9s \u00e9l\u00e8ves permettant de d\u00e9couvrir cette technologie. 3 principales technologies ont \u00e9t\u00e9 test\u00e9es, sans \u00e9l\u00e8ves\u00a0: ML5 https:\/\/ml5js.org\/ est une biblioth\u00e8que pour javascript qui permet de manipuler des r\u00e9seaux de neurones. Utilise tensorflow de google. Se combine bien avec P5. Voir le cours en ligne de \u00ab\u00a0the coding train\u00a0\u00bb. =&gt; \u00ab m\u00e9t\u00e9o des \u00ab \u00e9motions \u00bb : <a href=\"https:\/\/edu.ge.ch\/site\/prospective\/2024\/05\/27\/developper-et-manipuler-des-reseaux-de-neurones\/\"> [&#8230;]<\/a><\/p>\n","protected":false},"author":60,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[106,61,48,54],"tags":[64,107],"class_list":["post-2222","post","type-post","status-publish","format-standard","hentry","category-2023-2024","category-archives","category-postobligatoire","category-toutes-disciplines","tag-bilan","tag-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u00e9velopper et manipuler des r\u00e9seaux de neurones - Prospective du SEM Formation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/edu.ge.ch\/site\/prospective\/2024\/05\/27\/developper-et-manipuler-des-reseaux-de-neurones\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"D\u00e9velopper et manipuler des r\u00e9seaux de neurones - Prospective du SEM Formation\" \/>\n<meta property=\"og:description\" content=\"Outils num\u00e9riques\/ ESII \/ 2023-2024 Responsables du projet : F. Boitard\u00a0 \/ Mail : fanny.boitard(at)edu.ge.ch 2022&#8230; sortie de chatGPT, de dall-E : la puissance des intelligences artificielles nous saisit. Mais comprend-on comment \u00e7a marche ? L\u2019objet de ce projet \u00e9tait de r\u00e9fl\u00e9chir \u00e0 des activit\u00e9s \u00e9l\u00e8ves permettant de d\u00e9couvrir cette technologie. 3 principales technologies ont \u00e9t\u00e9 test\u00e9es, sans \u00e9l\u00e8ves\u00a0: ML5 https:\/\/ml5js.org\/ est une biblioth\u00e8que pour javascript qui permet de manipuler des r\u00e9seaux de neurones. Utilise tensorflow de google. Se combine bien avec P5. 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