{"id":1044,"date":"2022-09-27T21:48:01","date_gmt":"2022-09-27T19:48:01","guid":{"rendered":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/?p=1044"},"modified":"2022-10-14T15:59:00","modified_gmt":"2022-10-14T13:59:00","slug":"2-testons-des-notions-dia-simulons","status":"publish","type":"post","link":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/","title":{"rendered":"IA Testons des notions d&rsquo;IA, simulons"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Jouons avec l\u2019IA<\/h3>\n\n\n\n<div class=\"wp-block-cover is-light\" style=\"min-height:1px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"has-cyan-bluish-gray-background-color wp-block-cover__gradient-background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<ul class=\"wp-block-list\"><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#jeu_neurobot\">2.1 JEU \u2013 Neurobot&nbsp;<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#quickdraw\">2.2 JEU WEB \u2013 Quickdraw&nbsp;<\/a><\/strong><\/li><\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Cr\u00e9ons assist\u00e9 par l\u2019IA<\/h3>\n\n\n\n<div class=\"wp-block-cover is-light\" style=\"min-height:1px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"has-cyan-bluish-gray-background-color wp-block-cover__gradient-background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<ul class=\"wp-block-list\"><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#autodraw\">2.3 APPLI WEB \u2013 autodraw<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#alto\">2.4 EXP\u00c9RIENCE \u2013 Alto, reconnaissances d\u2019objets<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#videos_enseignement\">2.6 EXP\u00c9RIENCE \u2013 Vid\u00e9os d\u2019enseignement<\/a><\/strong><\/li><\/ul>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Simulons des algorithmes d\u2019IA<\/h2>\n\n\n\n<div class=\"wp-block-cover is-light\" style=\"min-height:1px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"has-cyan-bluish-gray-background-color wp-block-cover__gradient-background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<ul class=\"wp-block-list\"><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#reseau_neurones\">2.7 SIMULATION r\u00e9seau de neurones et diff\u00e9rents algorithmes<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#ia_terminale\">2.8 SIMULATION math\u00e9matique des algorithmes IA en terminale<\/a><\/strong><\/li><\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Reconnaissons images, sons, avec l\u2019IA dans des applications Android<\/h3>\n\n\n\n<div class=\"wp-block-cover is-light\" style=\"min-height:1px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"has-cyan-bluish-gray-background-color wp-block-cover__gradient-background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<ul class=\"wp-block-list\"><li><strong><a href=\"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/2022\/09\/27\/2-testons-des-notions-dia-simulons\/#ia_android\">2.9 RECONNAISSANCE AUTOMATIQUE : Exemples d\u2019applications Android utilisant L\u2019IA pour faire de la reconnaissance de sons, d\u2019images<\/a><\/strong><\/li><\/ul>\n<\/div><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"jeu_neurobot\">2.1 JEU \u2013 Neurobot&nbsp;<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"western\">Exp\u00e9rimentez le Machine Learning.&nbsp;<a href=\"https:\/\/lefarfelu.itch.io\/neurobot\" target=\"_blank\" rel=\"noopener\">https:\/\/lefarfelu.itch.io\/neurobot<\/a>&nbsp;\u2013<\/p>\n<ul>\n<li class=\"western\">technique de l\u2019apprentissage par renforcement<\/li>\n<\/ul>\n<p><a href=\"https:\/\/lefarfelu.itch.io\/neurobot\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" style=\"border: 1px solid black\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/xWyDznMXNkbe5f6\/preview\" width=\"600\" height=\"339\"><\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p id=\"yui_3_17_2_1_1664307670382_166\" class=\"western\">Jeu r\u00e9alis\u00e9 dans le cadre de la Scientific Game Jam &#8211; Lyon 2021 \u2013<br>Vid\u00e9o de pr\u00e9sentation 1&rsquo;10\u00a0\u00bb :<\/p>\n<div class=\"mediaplugin mediaplugin_videojs d-block\">\n<div>\n<div id=\"id_videojs_633358f973cd6_1\" class=\"video-js vjs-paused vjs-fluid id_videojs_633358f973cd6_1-dimensions vjs-controls-enabled vjs-workinghover vjs-v7 vjs-user-active vjs-youtube\" lang=\"fr\" title=\"Vid\u00e9o\" role=\"region\" data-setup-lazy=\"{&quot;techOrder&quot;: [&quot;youtube&quot;], &quot;sources&quot;: [{&quot;type&quot;: &quot;video\/youtube&quot;, &quot;src&quot;:&quot;https:\/\/youtu.be\/lUbmkFL4-Vg&quot;}], &quot;language&quot;: &quot;fr&quot;, &quot;fluid&quot;: true}\" aria-label=\"Lecteur vid\u00e9o\">&nbsp;<\/div>\n<\/div>\n<\/div>\n<p><iframe loading=\"lazy\" title=\"Neurobot - Trailer\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/lUbmkFL4-Vg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p class=\"western\">Accompagnez Neurobot dans sa d\u00e9couverte du machine learning. Utilisez la m\u00e9thode utilis\u00e9e en machine learning pour venir \u00e0 bout de 5 \u00e9nigmes, m\u00ealant images, sons et textes.<\/p>\n<ul>\n<li class=\"western\">T\u00e9l\u00e9chargement du jeu&nbsp;:&nbsp;<a href=\"https:\/\/lefarfelu.itch.io\/neurobot\" target=\"_blank\" rel=\"noopener\">https:\/\/lefarfelu.itch.io\/neurobot<\/a>&nbsp;en bas de page<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"quickdraw\">2.2 JEU WEB &#8211; Quickdraw<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/quickdraw.withgoogle.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" style=\"border: 1px solid black\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/cxez856MmDkPkRK\/preview\" width=\"258\" height=\"195\"><\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"western\"><a href=\"https:\/\/quickdraw.withgoogle.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/quickdraw.withgoogle.com\/<\/a><\/p>\n<p class=\"western\">Google met au d\u00e9fi les joueurs de dessiner une image d&rsquo;un objet ou d&rsquo;une id\u00e9e, puis utilise une intelligence artificielle de r\u00e9seau de neurones pour deviner ce que les dessins repr\u00e9sentent. Sortie en 2016<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"autodraw\">2.3 APPLI WEB &#8211; autodraw<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/www.autodraw.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/cEZoeX2jsRi5zLp\/preview\" width=\"299\" height=\"169\"><\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"western\">&gt;&gt;&gt;<a href=\"https:\/\/www.autodraw.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.autodraw.com\/<\/a><\/p>\n<p class=\"western\">AutoDraw est un service en ligne propos\u00e9 par Google et se basant sur une intelligence artificielle pour vous aider \u00e0 dessiner sans comp\u00e9tences de dessin.<\/p>\n<p class=\"western\"><i>Dessiner avec l\u2019outil dessin automatique (stylo+\u00e9toiles) puis s\u00e9lectionner une proposition dans la barre d\u2019outils&nbsp;:<\/i><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"alto\">2.4 EXP\u00c9RIENCE &#8211; Alto, reconnaissances d\u2019objets<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><a href=\"https:\/\/experiments.withgoogle.com\/alto\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/BqtgtDq6aspCrpT\/preview\" width=\"375\" height=\"416\"><\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>&gt;&gt;&gt;<a href=\"https:\/\/experiments.withgoogle.com\/alto\">Alto &#8211;\u00a0<\/a><a href=\"https:\/\/experiments.withgoogle.com\/alto\" target=\"_blank\" rel=\"noopener\">objet d&rsquo;apprentissage \u00e0 la maison.<\/a>\u00a0Alto (un petit objet entra\u00een\u00e9 \u00e0 la reconnaissance d\u2019objets) est une exp\u00e9rience d&rsquo;IA open source pour carte microcontroleur, utilisant Tensor flow, Raspberry Pi<\/p>\n<p>OBTENIR LE CODE pour r\u00e9cup\u00e9rer les ressources<\/p>\n<p><strong>&gt;&gt;&gt;<a href=\"https:\/\/experiments.withgoogle.com\/tiny-sorter\/view\" target=\"_blank\" rel=\"noopener\">Exemple de\u00a0Petite trieuse :<\/a><\/strong>\u00a0Une exp\u00e9rience DIY connectant Arduino + Teachable Machine<\/p>\n<p class=\"western\"><a href=\"https:\/\/experiments.withgoogle.com\/tiny-sorter\/view\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/tGCjczYfyPimqrJ\/preview\" width=\"500\" height=\"336\" \/><\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"videos_enseignement\">2.5 EXP\u00c9RIENCE &#8211; Vid\u00e9os d\u2019enseignement<\/h4>\n\n\n<p class=\"western\"><i>Concept int\u00e9ressant, mais<\/i><i>&nbsp;pas probant dans l\u2019exemple experiments withgoogle&nbsp;:<\/i><\/p>\n<p class=\"western\">&gt;&gt;&gt;<a href=\"https:\/\/experiments.withgoogle.com\/interplay-mode\/view\/\" target=\"_blank\" rel=\"noopener\">vid\u00e9os interactives avec l&rsquo;IA<\/a>&nbsp;Espace d\u2019analyse d\u2019\u00e9criture en japonais, h\u00e9breu,de dict\u00e9e orthographe, grammaire<\/p>\n<p class=\"western\"><a href=\"https:\/\/experiments.withgoogle.com\/interplay-mode\/view\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/pPnq29T5krZd8A6\/preview\" width=\"800\" height=\"294\"><\/a><\/p>\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"reseau_neurones\">2.6 SIMULATION r\u00e9seau de neurones et diff\u00e9rents algorithmes<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li>\n<h5 class=\"western\">JOUEZ AVEC LES NEURONES DE LA MACHINE<\/h5>\n<\/li>\n<\/ul>\n<p><strong>Avec l\u2019interface web de TensorFlow, de Pixees\u00a0<\/strong>(ressources pour les sciences num\u00e9riques)<strong>\u00a0+ explications du fonctionnement<\/strong><\/p>\n<p class=\"western\"><strong>&gt;&gt;&gt;<a href=\"https:\/\/pixees.fr\/jouez-avec-les-neurones-de-la-machine\/\" target=\"_blank\" rel=\"noopener\">https:\/\/pixees.fr\/jouez-avec-les-neurones-de-la-machine\/<\/a>\u00a0<\/strong><\/p>\n<ul>\n<li>\n<h5 class=\"western\">TESTEZ l\u2019algorithme de d\u00e9cision TensorFlow,<\/h5>\n<\/li>\n<\/ul>\n<p id=\"yui_3_17_2_1_1664307670382_275\">Sur l\u2019interface web de TensorFlow,<br \/>&gt;&gt;&gt;<a href=\"http:\/\/playground.tensorflow.org\/#activation=tanh&amp;regularization=L2&amp;batchSize=25&amp;dataset=circle&amp;regDataset=reg-plane&amp;learningRate=0.3&amp;regularizationRate=0.1&amp;noise=30&amp;networkShape=6,2&amp;seed=0.33391&amp;showTestData=true&amp;discretize=true&amp;percTrainData=50&amp;x=false&amp;y=false&amp;xTimesY=false&amp;xSquared=true&amp;ySquared=false&amp;cosX=false&amp;sinX=false&amp;cosY=false&amp;sinY=false&amp;collectStats=false&amp;problem=classification&amp;initZero=false&amp;hideText=false&amp;showTestData_hide=false\" target=\"_blank\" rel=\"noopener\">Bricoler avec un r\u00e9seau de neurones ici m\u00eame dans votre navigateur.<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"http:\/\/playground.tensorflow.org\/#activation=tanh&amp;regularization=L2&amp;batchSize=25&amp;dataset=circle&amp;regDataset=reg-plane&amp;learningRate=0.3&amp;regularizationRate=0.1&amp;noise=30&amp;networkShape=6,2&amp;seed=0.33391&amp;showTestData=true&amp;discretize=true&amp;percTrainData=50&amp;x=false&amp;y=false&amp;xTimesY=false&amp;xSquared=true&amp;ySquared=false&amp;cosX=false&amp;sinX=false&amp;cosY=false&amp;sinY=false&amp;collectStats=false&amp;problem=classification&amp;initZero=false&amp;hideText=false&amp;showTestData_hide=false\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" style=\"border: 1px solid black\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/G4zaJHcMtnPNSy4\/preview\" width=\"800\" height=\"464\"><\/a><\/p>\n<p><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li>\n<h5 class=\"western\">Machine Learning Playground\u00a0:<\/h5>\n<\/li>\n<\/ul>\n<p class=\"western\">Tests de diff\u00e9rents algorithmes de d\u00e9cision avec explications :<br \/><a href=\"https:\/\/ml-playground.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/ml-playground.com\/#<\/a><\/p>\n<ul id=\"yui_3_17_2_1_1664307670382_278\">\n<li class=\"western\">K Nearest Neighbors (M\u00e9thode des k plus proches voisins)<\/li>\n<li class=\"western\">Perceptron<\/li>\n<li class=\"western\">Support Vector Machine (Soutenir la machine vectorielle)<\/li>\n<li class=\"western\">R\u00e9seau neuronal artificiel (R\u00e9seau de neurones artificiels)<\/li>\n<li id=\"yui_3_17_2_1_1664307670382_277\" class=\"western\">Decision Tree (Arbre de d\u00e9cision)<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/ml-playground.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" style=\"border: 1px solid black\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/FATdTWNrzR4Y4de\/preview\" width=\"800\" height=\"429\"><\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"ia_terminale\">2.7 SIMULATION math\u00e9matique des algorithmes IA en terminale<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li><strong>SITE WEB Geog\u00e9bra :<\/strong>\u00a0<a href=\"https:\/\/www.geogebra.org\/m\/vucdqkvs#chapter\/434038Z\" target=\"_blank\" rel=\"noopener\">https:\/\/www.geogebra.org\/m\/vucdqkvs#chapter\/434038Z<br \/><\/a>L&rsquo;intelligenc artificielle : Inf\u00e9rence bay\u00e9sienne, Apprentissage automatique<\/li>\n<\/ul>\n<p id=\"yui_3_17_2_1_1664307670382_302\"><a href=\"https:\/\/www.geogebra.org\/m\/vucdqkvs#chapter\/434038Z\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/M4TEGrbPPBKjxCG\/preview\" width=\"400\" height=\"253\" \/><\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Document d&rsquo;accompagnement Eduscol de l&rsquo;Enseignement scientifique en terminale : -TH\u00c8ME 3 SOUS-TH\u00c8ME 3-5 : INTELLIGENCE ARTIFICIELLE<\/p>\n<p id=\"yui_3_17_2_1_1664307670382_311\"><a id=\"yui_3_17_2_1_1664307670382_310\" href=\"https:\/\/eduscol.education.fr\/document\/25498\/download\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" id=\"yui_3_17_2_1_1664307670382_309\" src=\"https:\/\/nuage03.apps.education.fr\/index.php\/s\/EfAQDQrLSedCiys\/preview\" width=\"300\" height=\"358\"><\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"ia_android\">2.8 RECONNAISSANCE AUTOMATIQUE : Exemples d&rsquo;applications Android utilisant L&rsquo;IA pour faire de la reconnaissance de sons, d&rsquo;images.<\/h4>\n\n\n<ul>\n<li>\n<p class=\"western\"><b>Socratic by google\u00a0:\u00a0<\/b>VID\u00c9O\u00a0:<b><\/b><\/p>\n<div class=\"mediaplugin mediaplugin_videojs d-block\">\n<div id=\"id_videojs_63335e8f7a4c6_1\" class=\"video-js vjs-paused vjs-fluid id_videojs_63335e8f7a4c6_1-dimensions vjs-controls-enabled vjs-workinghover vjs-v7 vjs-user-active vjs-youtube\" lang=\"fr\" title=\"vZ1tQZ8glXg\" role=\"region\" data-setup-lazy=\"{&quot;techOrder&quot;: [&quot;youtube&quot;], &quot;sources&quot;: [{&quot;type&quot;: &quot;video\/youtube&quot;, &quot;src&quot;:&quot;https:\/\/youtu.be\/vZ1tQZ8glXg&quot;}], &quot;language&quot;: &quot;fr&quot;, &quot;fluid&quot;: true}\" aria-label=\"Lecteur vid\u00e9o\">\u00a0<\/div>\n<\/div>\n<p><iframe loading=\"lazy\" title=\"Socratic - now with Math!\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/vZ1tQZ8glXg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<\/li>\n<\/ul>\n<p class=\"western\">Socratic est une application d\u2019aide aux devoirs de math\u00e9matiques, physiques&#8230; Avec une photo de l\u2019exercice, l\u2019intelligence artificielle fournit instantan\u00e9ment les concepts pour r\u00e9soudre le probl\u00e8me de mani\u00e8re correcte.<\/p>\n<p class=\"western\"><i>&gt;&gt;&gt;Exemple\u00a0:\u00a0<\/i><i>\u00e9quations\u00a0<\/i><i>\u00e0 r\u00e9soudre\u00a0:\u00a0<a href=\"https:\/\/www.jeuxmaths.fr\/exercice-de-math-equation4.html\" target=\"_blank\" rel=\"noopener\">https:\/\/www.jeuxmaths.fr\/exercice-de-math-equation4.html<\/a>\u00a0pour tester l&rsquo;application.<\/i><\/p>\n<p class=\"western\"><i>Propose plusieurs sites pour r\u00e9soudre le probl\u00e8me\u00a0comme Cymath :<\/i><\/p>\n<p class=\"western\">\u00a0<\/p>\n<ul>\n<li>\n<p class=\"western\"><b>BirdNET<\/b><\/p>\n<\/li>\n<\/ul>\n<p class=\"western\">D\u00e9velopp\u00e9e par le laboratoire d\u2019Ornithologie de l\u2019universit\u00e9 de Cornell (USA) et l\u2019Universit\u00e9 Technologique de Chemnitz (Allemagne), le projet de recherche BirdNET utilise l&rsquo;intelligence artificielle et les r\u00e9seaux neuronaux pour entra\u00eener les ordinateurs \u00e0 identifier plus de 3000 esp\u00e8ces parmi les plus communes dans le monde.<\/p>\n<p class=\"western\"><a href=\"https:\/\/youtu.be\/aaeBAtEsapA\"><i>&gt;&gt;&gt;Exemple\u00a0<\/i><i>de chants d\u2019oiseaux\u00a0<\/i><i>\u00e0 scanner\u00a0<\/i><i>: https:\/\/www.chant-oiseaux.fr\/rouge-gorge-familier\/\u00a0pour tester l&rsquo;application.<\/i><\/a><\/p>\n<p><iframe loading=\"lazy\" title=\"L&#039;application BirdNET\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/aaeBAtEsapA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<div class=\"mediaplugin mediaplugin_videojs d-block\">\n<div>\n<div id=\"id_videojs_63335e8f7a5d3_2\" class=\"video-js vjs-paused vjs-fluid id_videojs_63335e8f7a5d3_2-dimensions vjs-controls-enabled vjs-workinghover vjs-v7 vjs-user-active vjs-youtube\" lang=\"fr\" title=\"aaeBAtEsapA\" role=\"region\" data-setup-lazy=\"{&quot;techOrder&quot;: [&quot;youtube&quot;], &quot;sources&quot;: [{&quot;type&quot;: &quot;video\/youtube&quot;, &quot;src&quot;:&quot;https:\/\/youtu.be\/aaeBAtEsapA&quot;}], &quot;language&quot;: &quot;fr&quot;, &quot;fluid&quot;: true}\" aria-label=\"Lecteur vid\u00e9o\">\u00a0<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Jouons avec l\u2019IA Cr\u00e9ons assist\u00e9 par l\u2019IA Simulons des algorithmes d\u2019IA Reconnaissons images, sons, avec l\u2019IA dans des applications Android 2.1 JEU \u2013 Neurobot&nbsp; Exp\u00e9rimentez le Machine Learning.&nbsp;https:\/\/lefarfelu.itch.io\/neurobot&nbsp;\u2013 technique de l\u2019apprentissage par renforcement Jeu r\u00e9alis\u00e9 dans le cadre de la Scientific Game Jam &#8211; Lyon 2021 \u2013Vid\u00e9o de pr\u00e9sentation 1&rsquo;10\u00a0\u00bb : &nbsp; Accompagnez Neurobot dans [&hellip;]<\/p>\n","protected":false},"author":27,"featured_media":1204,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[93,51,92],"class_list":{"0":"post-1044","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ia","8":"tag-creons-avec-ia","9":"tag-ia","10":"tag-jouons-avec-ia","11":"czr-hentry"},"_links":{"self":[{"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/posts\/1044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/comments?post=1044"}],"version-history":[{"count":2,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/posts\/1044\/revisions"}],"predecessor-version":[{"id":1256,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/posts\/1044\/revisions\/1256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/media\/1204"}],"wp:attachment":[{"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/media?parent=1044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/categories?post=1044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pedagogie.ac-clermont.fr\/disciplines\/sii-technologie\/wp-json\/wp\/v2\/tags?post=1044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}