{"id":9147,"date":"2020-09-17T07:58:10","date_gmt":"2020-09-17T06:58:10","guid":{"rendered":"https:\/\/datascientest.com\/?p=9147"},"modified":"2023-10-29T14:32:29","modified_gmt":"2023-10-29T14:32:29","slug":"lart-et-lintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/datascientest.com\/lart-et-lintelligence-artificielle","title":{"rendered":"Peinture, musique, urbanisme: 3 applications de l&rsquo;Intelligence Artificielle dans l&rsquo;Art"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9147\" class=\"elementor elementor-9147\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41426f8 e-flex e-con-boxed e-con\" data-id=\"41426f8\" 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-267a4a7 elementor-widget elementor-widget-heading\" data-id=\"267a4a7\" 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\">Ma\u00eetre incontest\u00e9 de la peinture baroque, inscrit parmi les plus grands dans l\u2019histoire de la peinture, pas besoin d\u2019\u00eatre amateur d\u2019art pour conna\u00eetre l\u2019\u0153uvre de Rembrandt. Friand d\u2019autoportraits, on en recense plus d\u2019une centaine de sa part et celui-ci en fait partie. Ou bien presque, car malgr\u00e9 son g\u00e9nie, Rembrandt ne maitrisait pas Python. Alors, de quoi s\u2019agit-il\u00a0?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-195a960 elementor-widget elementor-widget-image\" data-id=\"195a960\" 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=\"748\" height=\"565\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/rembrandt-art.jpg\" class=\"attachment-full size-full wp-image-9575\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/rembrandt-art.jpg 748w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/rembrandt-art-300x227.jpg 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/>\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-f11c2c6 elementor-widget elementor-widget-text-editor\" data-id=\"f11c2c6\" 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;\">Si l\u2019intelligence artificielle fait particuli\u00e8rement bon usage des donn\u00e9es num\u00e9riques, cette derni\u00e8re ne s\u2019arr\u00eate pas l\u00e0 et se voit maintenant impliqu\u00e9e dans la cr\u00e9ation artistique.<\/span><\/p>\t\t\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<div class=\"elementor-element elementor-element-ed97e21 e-flex e-con-boxed e-con\" data-id=\"ed97e21\" 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-a0d79ba elementor-widget elementor-widget-heading\" data-id=\"a0d79ba\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">L\u2019IA et la peinture<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60ddd24 elementor-widget elementor-widget-text-editor\" data-id=\"60ddd24\" 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;\">On la retrouve d\u00e9sormais dans la <\/span><b>peinture<\/b><span style=\"font-weight: 400;\">, avec comme mentionn\u00e9 pr\u00e9c\u00e9demment avec le projet <\/span><i><span style=\"font-weight: 400;\">The Next Rembrandt<\/span><\/i><span style=\"font-weight: 400;\">, men\u00e9 par ING et Microsoft, qui consiste en la recr\u00e9ation, ou plut\u00f4t, la cr\u00e9ation d\u2019un autoportrait dans le style de Rembrandt, sans qu\u2019un \u00eatre humain n\u2019intervienne directement dans le processus de cr\u00e9ation (m\u00eame les coups de peintures sont r\u00e9alis\u00e9s par une imprimante 3D\u00a0!).\u00a0\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">On peut \u00e9galement mentionner l\u2019\u0153uvre du collectif fran\u00e7ais <\/span><i><span style=\"font-weight: 400;\">Obvious, Portrait d\u2019Edmond Belamy<\/span><\/i><span style=\"font-weight: 400;\"> qui devient la premi\u00e8re \u0153uvre d\u2019art vendue aux ench\u00e8res.<\/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-fa6d34e elementor-widget elementor-widget-image\" data-id=\"fa6d34e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.google.com\/url?q=https:\/\/fr.wikipedia.org\/wiki\/Portrait_d%2527Edmond_de_Belamy&#038;sa=D&#038;ust=1600274085332000&#038;usg=AFQjCNHxGOS_0HxGs60l6gQuO6JfZd8yig\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"520\" height=\"522\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/520px-Edmond_de_Belamy.png\" class=\"attachment-full size-full wp-image-9524\" alt=\"Portrait d\u2019Edmon Belamy\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/520px-Edmond_de_Belamy.png 520w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/520px-Edmond_de_Belamy-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/520px-Edmond_de_Belamy-150x150.png 150w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Portrait d\u2019Edmon Belamy \u2013 Obvious<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-bf2818b elementor-widget elementor-widget-text-editor\" data-id=\"bf2818b\" 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;\">\u2018Belamy\u2019, fait r\u00e9f\u00e9rence \u00e0 Ian J. Goodfellow, co-auteur d\u2019un travail introduisant au monde <\/span><b>les r\u00e9seaux antagonistes g\u00e9n\u00e9ratifs<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>GANs<\/b><span style=\"font-weight: 400;\"> (generative adversarial networks), la classe d\u2019algorithmes \u00e0 l\u2019origine du tableau. Le tableau est par ailleurs sign\u00e9 de l\u2019\u00e9quation pilote de l\u2019algorithme, effa\u00e7ant tout doute sur l\u2019origine du tableau.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00a0Des peintures et des photographies sont \u00e9galement produites par Deep et Transfer Learning, comme l\u2019exploite le programme Google DeepDream, et on vous montre comment faire les v\u00f4tres dans<\/span> <a href=\"https:\/\/datascientest.com\/deep-learning-et-style-transfer\" target=\"_blank\" rel=\"noopener\">cet article<\/a> <span style=\"font-weight: 400;\">!<\/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-330794c elementor-widget elementor-widget-image\" data-id=\"330794c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.google.com\/url?q=https:\/\/upload.wikimedia.org\/wikipedia\/commons\/thumb\/7\/71\/Deep_Dreamscope_%252819822170718%2529.jpg\/220px-Deep_Dreamscope_%252819822170718%2529.jpg&#038;sa=D&#038;ust=1600274085335000&#038;usg=AFQjCNE-kA7mkYAN2cFx2j1wBHAdHspfdg\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"220\" height=\"165\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/220px-Deep_Dreamscope_19822170718.jpg\" class=\"attachment-full size-full wp-image-9525\" alt=\"Deep dream\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Photo produite par deap dream \u00e0 partir d'une photo de 3 hommes<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\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<div class=\"elementor-element elementor-element-bc58c0b e-flex e-con-boxed e-con\" data-id=\"bc58c0b\" 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-1e12cf9 elementor-widget elementor-widget-heading\" data-id=\"1e12cf9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">L\u2019IA et l\u2019urbanisme<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e566d2 elementor-widget elementor-widget-text-editor\" data-id=\"6e566d2\" 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;\">La peinture n\u2019est pas le seul domaine touch\u00e9 par cette fr\u00e9n\u00e9sie, on retrouve \u00e9galement l\u2019intelligence artificielle dans l\u2019architecture et notamment dans le concept d\u2019architecture dite <\/span><b>param\u00e9trique<\/b><span style=\"font-weight: 400;\">, une architecture bas\u00e9e sur l\u2019exploitation algorithmique de param\u00e8tres liant structure et design, ce qui donne naissance \u00e0 des constructions aux allures irr\u00e9alistes. Des algorithmes g\u00e9n\u00e9ratifs sont alors de plus en plus introduits dans ce proc\u00e9d\u00e9 de cr\u00e9ation et permettent d\u2019envisager de toutes nouvelles formes.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Plus concr\u00e8tement encore, l\u2019<a href=\"https:\/\/datascientest.com\/lintelligence-artificielle-recree-le-mythe-de-la-tour-de-babel\">intelligence artificielle<\/a> et le Machine Learning se retrouvent dans le tout r\u00e9cent concept de <\/span><b>SmartCities<\/b><span style=\"font-weight: 400;\">, des villes intelligentes am\u00e9nag\u00e9es pour rendre la ville plus efficace que ce soit dans le transfert d\u2019informations internes, le r\u00e9seau de transports, la maintenance des infrastructures publiques et bien plus encore. Ces projets de villes intelligentes profitent grandement des apports des nouvelles technologies d\u2019apprentissage notamment dans <\/span><b>l\u2019extraction de features<\/b><span style=\"font-weight: 400;\"> \u00e0 partir de donn\u00e9es d\u2019observation satellites.<\/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-d76b194 elementor-widget elementor-widget-image\" data-id=\"d76b194\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.google.com\/url?q=https:\/\/parametric-architecture.com\/the-design-citadel-by-nyxo-studio\/&#038;sa=D&#038;ust=1600274085338000&#038;usg=AFQjCNGbO2UJOksIjbIygJL7Cy_H_-TiWA\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1014\" height=\"350\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.44.28.png\" class=\"attachment-full size-full wp-image-9527\" alt=\"the design citadel\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.44.28.png 1014w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.44.28-300x104.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.44.28-768x265.png 768w\" sizes=\"(max-width: 1014px) 100vw, 1014px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">A gauche The Design Citadel par Nyxo Studio, \u00e0 droite, un exemple de computer vision produit par Nvidia pour un projet SmartCities<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\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<div class=\"elementor-element elementor-element-9adfbaa e-flex e-con-boxed e-con\" data-id=\"9adfbaa\" 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-f0332aa elementor-widget elementor-widget-heading\" data-id=\"f0332aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">L\u2019IA et la musique<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d6cdc3 elementor-widget elementor-widget-text-editor\" data-id=\"0d6cdc3\" 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;\">Enfin, on retrouve de plus en plus de m\u00e9thodes d\u2019apprentissage dans la cr\u00e9ation musicale, o\u00f9 des modules libres d\u2019acc\u00e8s sont d\u00e9di\u00e9s \u00e0 cet effet. On peut par exemple mentionner <\/span><a href=\"https:\/\/soundcloud.com\/openai_audio\/jukebox-86115728\">Jukebox<\/a><span style=\"font-weight: 400;\">, un module se servant de <strong>r\u00e9seaux de neurones convolutifs ou CNN<\/strong> (<a href=\"https:\/\/datascientest.com\/convolutional-neural-network\">Convolutionnal Neural Networks<\/a>) afin d\u2019analyser des musiques, d\u2019en extraire les features int\u00e9ressantes pour enfin en cr\u00e9er de toutes nouvelles.\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-b51e87e elementor-widget elementor-widget-image\" data-id=\"b51e87e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"390\" height=\"392\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.45.37.png\" class=\"attachment-full size-full wp-image-9528\" alt=\"Jukebox\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.45.37.png 390w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.45.37-298x300.png 298w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/09\/Capture-de\u0301cran-2020-09-16-a\u0300-17.45.37-150x150.png 150w\" sizes=\"(max-width: 390px) 100vw, 390px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Jukebox, libre d'acces sur OpenAI<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\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<div class=\"elementor-element elementor-element-13bb81a e-flex e-con-boxed e-con\" data-id=\"13bb81a\" 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-56786d4 elementor-widget elementor-widget-text-editor\" data-id=\"56786d4\" 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;\">In fine, l\u2019intelligence artificielle et les technologies d\u2019apprentissages sont d\u00e9j\u00e0 bien ins\u00e9r\u00e9es dans le domaine de l\u2019art, domaine que l\u2019on pensait encore inatteignable par la machine. Et si cela ouvre la porte \u00e0 une infinit\u00e9 de possibilit\u00e9s, cela cause son lot de probl\u00e8mes et de questionnements. Une \u0153uvre cr\u00e9\u00e9e par un algorithme appartient-elle \u00e0 l\u2019artiste (ou juste l\u2019individu qui a des bases de Deep Learning) l\u2019ayant produite, ou bien au <a href=\"https:\/\/datascientest.com\/les-outils-dans-le-quotidien-dun-data-scientist\">Data Scientist<\/a> \u00e0 l\u2019origine de l\u2019algorithme ? Le proc\u00e9d\u00e9 de cr\u00e9ation \u00e9tant court-circuit\u00e9 par la machine d\u00e9valorise-t-il la valeur artistique du produit ? Nietzche aurait \u00e9t\u00e9 friand de ces questions mais Nietzche n\u2019avait pas <strong>DataScientest<\/strong> pour lui enseigner la Data Science. Heureusement, ce n\u2019est pas votre cas ! <a href=\"https:\/\/datascientest.com\/rdv\">Contactez-nous directement en ligne pour avoir plus d\u2019informations sur nos formations en data science <\/a>!\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-0fac69b elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"0fac69b\" 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-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-deep-learning\">\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\">Devenir expert dans l'IA<\/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>Ma\u00eetre incontest\u00e9 de la peinture baroque, inscrit parmi les plus grands dans l\u2019histoire de la peinture, pas besoin d\u2019\u00eatre amateur d\u2019art pour conna\u00eetre l\u2019\u0153uvre de Rembrandt. Friand d\u2019autoportraits, on en recense plus d\u2019une centaine de sa part et celui-ci en fait partie. Ou bien presque, car malgr\u00e9 son g\u00e9nie, Rembrandt ne maitrisait pas Python. Alors, [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":9573,"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>Art : l&#039;IA au service de de la peinture, musique et l&#039;urbanisme<\/title>\n<meta name=\"description\" content=\"L\u2019IA fait bon usage des donn\u00e9es num\u00e9riques,elle se voit maintenant de plus en plus impliqu\u00e9e dans l&#039;Art et ses cr\u00e9ations.\" \/>\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\/lart-et-lintelligence-artificielle\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta 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