{"id":104689,"date":"2021-11-05T09:43:31","date_gmt":"2021-11-05T08:43:31","guid":{"rendered":"https:\/\/datascientest.com\/?p=104689"},"modified":"2023-11-09T14:05:46","modified_gmt":"2023-11-09T14:05:46","slug":"imageio-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/imageio-tout-savoir","title":{"rendered":"Imageio : la biblioth\u00e8que Python d\u00e9di\u00e9e aux donn\u00e9es d&rsquo;images"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"104689\" class=\"elementor elementor-104689\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e4436e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e4436e6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3c1aa6f\" data-id=\"3c1aa6f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-be063d0 elementor-widget elementor-widget-heading\" data-id=\"be063d0\" 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\">Imageio est une biblioth\u00e8que Python d\u00e9di\u00e9e aux donn\u00e9es d'images. D\u00e9couvrez tout ce qu'il y a \u00e0 savoir pour maitriser Imageio : fonctionnement, commandes, installation, formations...<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f28fc01 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f28fc01\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f162632\" data-id=\"f162632\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e6af40 elementor-widget elementor-widget-text-editor\" data-id=\"0e6af40\" 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=\"color: #000000;\">Le <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">langage de programmation Python<\/a> est le plus populaire, notamment dans le domaine de la Data Science. Ce succ\u00e8s est li\u00e9 \u00e0 plusieurs avantages par rapport aux autres langages.<\/span><\/p><p><span style=\"color: #000000;\">Parmi ses points forts, on peut citer de nombreuses biblioth\u00e8ques con\u00e7ues pour des usages sp\u00e9cifiques. Ces <strong>biblioth\u00e8ques con\u00e7ues par la communaut\u00e9<\/strong> \u00e9tendent les fonctionnalit\u00e9s de Python.<\/span><\/p><p><span style=\"color: #000000;\">Il existe une large diversit\u00e9 de<strong> biblioth\u00e8ques Python con\u00e7ues pour la Data Science<\/strong> et le <strong>Machine Learning<\/strong>. En guise d&rsquo;exemples, on peut citer <a href=\"https:\/\/datascientest.com\/numpy\">Numpy<\/a> ou <a href=\"https:\/\/pandas.pydata.org\/\">Pandas<\/a>. De son c\u00f4t\u00e9, <strong><a href=\"https:\/\/pypi.org\/project\/imageio\/\">Imageio<\/a><\/strong> est une biblioth\u00e8que sp\u00e9cialement d\u00e9di\u00e9e aux donn\u00e9es d&rsquo;images.<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6083155 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6083155\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-69b1948\" data-id=\"69b1948\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e05f08 elementor-widget elementor-widget-heading\" data-id=\"0e05f08\" 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\">Qu'est-ce que Imageio ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e32d4c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e32d4c6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4317ea2\" data-id=\"4317ea2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0ced15 elementor-widget elementor-widget-text-editor\" data-id=\"b0ced15\" 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=\"color: #000000;\">Les <strong>donn\u00e9es d&rsquo;images<\/strong> requi\u00e8rent un traitement sp\u00e9cifique, adapt\u00e9 \u00e0 ce format particulier. Il est donc n\u00e9cessaire d&rsquo;utiliser des outils appropri\u00e9s. <\/span><span style=\"color: #000000;\">Imageio est <strong><a href=\"https:\/\/datascientest.com\/top-10-des-librairies-python-pour-un-data-scientist\">une biblioth\u00e8que Python<\/a><\/strong>. Elle offre <strong>une interface simple<\/strong> pour \u00e9crire et lire une large vari\u00e9t\u00e9 de donn\u00e9es d&rsquo;image : images anim\u00e9es, vid\u00e9os, donn\u00e9es volum\u00e9triques, formats scientifiques&#8230;<\/span><\/p><p><span style=\"color: #000000;\">Cette biblioth\u00e8que pr\u00e9sente plusieurs avantages. Elle est<strong> tr\u00e8s simple \u00e0 installer avec Conda ou pip<\/strong>. Il s&rsquo;agit d&rsquo;un outil en pur Python, compatible avec Python 3.5 ou sup\u00e9rieur et PyPy.<\/span><\/p><p><span style=\"color: #000000;\">L&rsquo;interface est simple, et offre de nombreuses fonctions. Les <strong>seules d\u00e9pendances sont NumPy et Pillow<\/strong>, ce qui \u00e9vite d&rsquo;avoir \u00e0 installer des dizaines de biblioth\u00e8ques pour l&rsquo;utiliser.<\/span><\/p><p><span style=\"color: #000000;\">C&rsquo;est une ressource cross-platform, aussi bien compatible avec <strong>Windows, Linux et macOS<\/strong>. De nombreux formats sont pris en charge.<\/span><\/p><p><span style=\"color: #000000;\">Avec Imageio, vous pouvez lire \u00e0 partir des noms des fichiers, de leurs objets, de fichiers zip, de http\/ftp ou m\u00eame de bytes bruts. Diff\u00e9rents<strong> plugins permettent d&rsquo;\u00e9tendre ses capacit\u00e9s<\/strong>. Enfin, de nombreux tests et l&rsquo;int\u00e9gration continue permettent de maintenir la qualit\u00e9 du code.<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-de171ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"de171ca\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-585cd05\" data-id=\"585cd05\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f5447fb elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"f5447fb\" 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\/formations-data\">\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\">Apprendre \u00e0 utiliser Imageio<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6f5b055 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6f5b055\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9dd8b7a\" data-id=\"9dd8b7a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-834a6ee elementor-widget elementor-widget-heading\" data-id=\"834a6ee\" 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\">\u00c0 quoi sert Imageio ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e89ddc3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e89ddc3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f1f115\" data-id=\"6f1f115\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b69f00 elementor-widget elementor-widget-text-editor\" data-id=\"2b69f00\" 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=\"color: #000000;\">L&rsquo;outil Imageio offre plusieurs fonctionnalit\u00e9s. \u00c0 l&rsquo;aide de <strong>la m\u00e9thode imageio.imread()<\/strong>, vous pouvez lire une image. Cette commande permet de recevoir un array numpy et des m\u00e9tadonn\u00e9es.<\/span><\/p><p><span style=\"color: #000000;\">De m\u00eame, <strong>la m\u00e9thode \u00a0\u00bb imageio.get reader () \u00ab\u00a0<\/strong> permet de lire un fichier GIF. Entre les deux parenth\u00e8ses de cette commande, vous devez indiquer le nom du fichier et le format utilis\u00e9 pour lire le fichier.<\/span><\/p><p><span style=\"color: #000000;\">Par d\u00e9faut, <strong>imageio s\u00e9lectionne le format appropri\u00e9<\/strong> en se basant sur le nom du fichier et son contenu. Vous devez aussi choisir le mode, permettant de donner des indications suppl\u00e9mentaires au lecteur : \u00a0\u00bb i \u00a0\u00bb pour une image, \u00a0\u00bb I \u00a0\u00bb pour de multiples images, \u00a0\u00bb v \u00a0\u00bb pour un volume, \u00a0\u00bb V \u00a0\u00bb pour de multiples volumes, ou \u00a0\u00bb ? \u00a0\u00bb par d\u00e9faut et si le mode n&rsquo;a pas d&rsquo;importance. L\u00e0 encore, cette commande retourne les donn\u00e9es et m\u00e9tadonn\u00e9es du fichier sp\u00e9cifique.<\/span><\/p><p><span style=\"color: #000000;\">Les <strong>commandes \u00a0\u00bb get_reader() \u00a0\u00bb et \u00a0\u00bb get_writer() \u00ab\u00a0<\/strong> permettent davantage de contr\u00f4le sur les images. Elles servent par exemple pour le streaming ou la compression.<\/span><\/p><p><span style=\"color: #000000;\">Avec imageio, <strong>la m\u00e9thode \u00a0\u00bb imageio.imwrite () \u00ab\u00a0<\/strong> permet aussi de cr\u00e9er un fichier image. Cette commande se pr\u00e9sente sous la syntaxe \u00a0\u00bb mageio.imwrite(filename,numPy_ndarray, format=None) \u00ab\u00a0.<\/span><\/p><p><span style=\"color: #000000;\">Vous devez param\u00e9trer le nom du fichier (filename), les donn\u00e9es de l&rsquo;image (numpy_ndarray), et le format utilis\u00e9 pour lire le fichier. Par d\u00e9faut,<strong> imageio s\u00e9lectionne le format<\/strong> en fonction du nom de fichier et de son contenu.<\/span><\/p><p><span style=\"color: #000000;\">Pour <strong>lire ou \u00e9crire des s\u00e9ries d&rsquo;images<\/strong>, telles que des animations, vous pouvez utiliser les commandes \u00a0\u00bb mimread() \u00a0\u00bb et \u00a0\u00bb mimwrite() \u00ab\u00a0. Les commandes \u00a0\u00bb volread() \u00a0\u00bb et \u00a0\u00bb volwrite() \u00a0\u00bb servent quant \u00e0 elles aux donn\u00e9es d&rsquo;images volum\u00e9triques.<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cd855bd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cd855bd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9ad83d4\" data-id=\"9ad83d4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dea78d7 elementor-widget elementor-widget-video\" data-id=\"dea78d7\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/Bd71bkLYilA&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-62fba91 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62fba91\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8c9a5f1\" data-id=\"8c9a5f1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9bb6789 elementor-widget elementor-widget-heading\" data-id=\"9bb6789\" 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\">Comment installer Imageio ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7292717 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7292717\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-70e577f\" data-id=\"70e577f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-44ea918 elementor-widget elementor-widget-text-editor\" data-id=\"44ea918\" 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>Le module Imageio n&rsquo;est pas directement install\u00e9 sur Python. Pour l&rsquo;installer, vous devez d&rsquo;abord taper la commande suivante dans le terminal : <strong>\u00a0\u00bb pip install imageio \u00ab\u00a0<\/strong>.<\/p><p>Plusieurs pr\u00e9-requis sont indispensables. Vous devez utiliser<strong> Python 3.5 ou sup\u00e9rieur<\/strong>, et avoir installer au pr\u00e9alable les biblioth\u00e8ques Numpy et Pillow.<\/p><p>Vous pouvez aussi opter pour <strong>des packages Python facultatifs<\/strong> : imageio-ffmpeg pour les fichiers vid\u00e9o, itk ou SimpleITK pour les formats ITK, astropy pour le plugin FITS, osgeo pour le plugin GDAL, imageio-flif pour les fichiers FLIF.<\/p><p>Si vous utilisez <strong>une ancienne version de Python<\/strong>, vous pouvez t\u00e9l\u00e9charger Imageio en version 2.6. Cette version est compatible avec Python 2.7 et 3.4.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3562fc8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3562fc8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8717555\" data-id=\"8717555\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fad25fc elementor-widget elementor-widget-video\" data-id=\"fad25fc\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/t-oRdktz5JQ&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fb12ef4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fb12ef4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dbfa471\" data-id=\"dbfa471\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-446d250 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"446d250\" 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\/formations-data\">\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\">Suivre une formation au langage Python<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2bb0797 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bb0797\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cdd4254\" data-id=\"cdd4254\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ba7e3f elementor-widget elementor-widget-heading\" data-id=\"6ba7e3f\" 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\">Comment apprendre \u00e0 utiliser Imageio ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5f34925 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f34925\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c8f63c\" data-id=\"7c8f63c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f5f865d elementor-widget elementor-widget-video\" data-id=\"f5f865d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/PZlNVCqsHyc&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-628673f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"628673f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d56c5c2\" data-id=\"d56c5c2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-727dcf8 elementor-widget elementor-widget-text-editor\" data-id=\"727dcf8\" 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=\"color: #000000;\">La biblioth\u00e8que Imageio est tr\u00e8s utile pour traiter les donn\u00e9es d&rsquo;image. \u00c0 l&rsquo;heure o\u00f9<strong> l&rsquo;humain g\u00e9n\u00e8re toujours plus d&rsquo;images et de vid\u00e9os<\/strong>, il s&rsquo;agit d&rsquo;un outil tr\u00e8s important \u00e0 ma\u00eetriser.<\/span><\/p><p><span style=\"color: #000000;\">Que vous soyez encore \u00e9tudiant, professionnel en activit\u00e9 ou en phase de reconversion, cet outil vous permettra <strong>d&rsquo;\u00e9toffer votre CV et votre portefeuille de comp\u00e9tences<\/strong>.<\/span><\/p><p><span style=\"color: #000000;\">Afin d&rsquo;apprendre \u00e0 manier Imageio, vous pouvez choisir <strong>les formations DataScientest<\/strong>. Le langage Python et ses biblioth\u00e8ques comme Numpy et Imageio sont au coeur de nos formations Data Scientist, Data Analyst, Data Engineer ou Machine Learning Engineer.<\/span><\/p><p><span style=\"color: #000000;\">Chacun de nos parcours comporte <strong>un module enti\u00e8rement d\u00e9di\u00e9 \u00e0 la programmation Python<\/strong>. \u00c0 l&rsquo;issue de ces cursus, vous aurez toutes les comp\u00e9tences n\u00e9cessaires pour exercer les m\u00e9tiers de la Data Science.<\/span><\/p><p><span style=\"color: #000000;\">Nos programmes sont con\u00e7us par des professionnels, et r\u00e9pondent directement aux besoins des entreprises. Ainsi, <strong>93% des alumnis ont trouv\u00e9 un emploi<\/strong> imm\u00e9diatement. Gr\u00e2ce \u00e0 un partenariat avec MINES ParisTech | PSL Executive Education, les apprenants re\u00e7oivent un certificat reconnu par l&rsquo;industrie.<\/span><\/p><p><span style=\"color: #000000;\">Notre <strong>approche innovante de Blended Learning<\/strong> allie coaching individuel sur une plateforme Cloud en SaaS, et Masterclass obligatoires. Vous pouvez effectuer les parcours en Formation Continue, ou en mode BootCamp intensif.<\/span><\/p><p><span style=\"color: #000000;\">Pour financer votre formation, vous pouvez utiliser<strong> vos points de Compte Personnel de Formation<\/strong>, ou demander l&rsquo;AIF \u00e0 P\u00f4le Emploi. Ne perdez plus un instant, et d\u00e9couvrez les formations DataScientest !<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-40d9b6a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"40d9b6a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d38ca3\" data-id=\"6d38ca3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79bd64e elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"79bd64e\" 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=\"\/formations-data\">\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\">D\u00e9couvrir les formations DataScientest<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Imageio est une biblioth\u00e8que Python d\u00e9di\u00e9e aux donn\u00e9es d&rsquo;images. D\u00e9couvrez tout ce qu&rsquo;il y a \u00e0 savoir pour maitriser Imageio : fonctionnement, commandes, installation, formations&#8230; Le langage de programmation Python est le plus populaire, notamment dans le domaine de la Data Science. Ce succ\u00e8s est li\u00e9 \u00e0 plusieurs avantages par rapport aux autres langages. Parmi [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":113782,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2497],"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>Imageio : la biblioth\u00e8que Python d\u00e9di\u00e9e aux donn\u00e9es d&#039;images<\/title>\n<meta name=\"description\" content=\"Imageio est une biblioth\u00e8que Python d\u00e9di\u00e9e aux donn\u00e9es d&#039;images. 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