{"id":14316,"date":"2024-03-19T16:15:55","date_gmt":"2024-03-19T15:15:55","guid":{"rendered":"https:\/\/nexvision.dev\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/part-3-conception\/"},"modified":"2024-08-27T17:19:50","modified_gmt":"2024-08-27T15:19:50","slug":"part-3-conception","status":"publish","type":"page","link":"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/part-3-conception\/","title":{"rendered":"Part 3 :\u00a0 Conception"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14316\" class=\"elementor elementor-14316 elementor-12346\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7b68c95 elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"7b68c95\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f88695c\" data-id=\"f88695c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-279faa1 elementor-widget elementor-widget-heading\" data-id=\"279faa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Part 3 :  <br>Conception<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d7dc8c elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"3d7dc8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tComprendre le fonctionnement et le potentiel des syst\u00e8mes optroniques\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-74007dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74007dc\" data-element_type=\"section\" data-e-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-25 elementor-top-column elementor-element elementor-element-dea90db\" data-id=\"dea90db\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ffecbfa eael_advanced_menu_hamburger_disable_selected_menu_no eael-advanced-menu-hamburger-align-right eael-advanced-menu--no eael-hamburger--tablet elementor-widget elementor-widget-eael-advanced-menu\" data-id=\"ffecbfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:68,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\" data-widget_type=\"eael-advanced-menu.skin-two\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n                        @media screen and (max-width: 1024px) {\n                            .eael-hamburger--tablet {\n                                .eael-advanced-menu-horizontal,\n                                .eael-advanced-menu-vertical {\n                                    display: none;\n                                }\n                            }\n                            .eael-hamburger--tablet {\n                                .eael-advanced-menu-container .eael-advanced-menu-toggle {\n                                    display: block;\n                                }\n                            }\n                        }\n                    <\/style>            <div data-hamburger-icon=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-bars&quot;&gt;&lt;\/i&gt;\" data-indicator-class=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-angle-down&quot;&gt;&lt;\/i&gt;\" data-dropdown-indicator-class=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-angle-down&quot;&gt;&lt;\/i&gt;\" class=\"eael-advanced-menu-container eael-advanced-menu-align-left eael-advanced-menu-dropdown-align-left\" data-hamburger-breakpoints=\"{&quot;mobile&quot;:&quot;Portrait mobile (&gt; 767px)&quot;,&quot;tablet&quot;:&quot;Tablette en mode portrait (&gt; 1024px)&quot;,&quot;desktop&quot;:&quot;Desktop (&gt; 2400px)&quot;,&quot;none&quot;:&quot;None&quot;}\" data-hamburger-device=\"tablet\">\n                <ul id=\"menu-white-paper-french\" class=\"eael-advanced-menu eael-advanced-menu-dropdown-animate-zoom-in eael-advanced-menu-indicator eael-advanced-menu-vertical\"><li id=\"menu-item-15005\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-15005\"><a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/\">Comprendre le fonctionnement et le potentiel des syst\u00e8mes optroniques<\/a><\/li>\n<li id=\"menu-item-15006\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-15006\"><a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/partie-1-vision-couleur-et-spectre-electromagnetique\/\">Partie 1 : Vision, couleur et spectre \u00e9lectromagn\u00e9tique<\/a><\/li>\n<li id=\"menu-item-15007\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-15007\"><a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/partie-2-construction-traitement-et-analyse-dune-image-numerique\/\">Partie 2 : Construction, traitement et analyse d&rsquo;une image num\u00e9rique<\/a><\/li>\n<li id=\"menu-item-15008\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-15008\"><a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/part-3-conception\/\">Part 3 :\u00a0 Conception<\/a><\/li>\n<li id=\"menu-item-15009\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-15009\"><a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/part-4-votre-projet\/\">Part 4 :\u00a0 Votre projet<\/a><\/li>\n<\/ul>                <button class=\"eael-advanced-menu-toggle\" aria-label=\"Essential Addons Toggle Menu\">\n                    <i aria-hidden=\"true\" class=\"fas fa-bars\"><\/i>                <\/button>\n            <\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-76ad037\" data-id=\"76ad037\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8665041 elementor-widget elementor-widget-heading\" data-id=\"8665041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Puissance de calcul et interop\u00e9rabilit\u00e9<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5435fa elementor-widget elementor-widget-text-editor\" data-id=\"f5435fa\" data-element_type=\"widget\" data-e-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\t\t<p>Maintenant que les principaux concepts sont ma\u00eetris\u00e9s, nous savons que pour mettre en \u0153uvre un syst\u00e8me de vision performant, surtout s&rsquo;il est destin\u00e9 \u00e0 \u00eatre embarqu\u00e9, il est n\u00e9cessaire d&rsquo;utiliser les technologies les plus r\u00e9centes afin de b\u00e9n\u00e9ficier des puissances de calcul adaptatives et des syst\u00e8mes \u00e9volutifs.<\/p>\n<p>Par exemple, si le capteur d&rsquo;image est un capteur de 2M pixels, fonctionnant \u00e0 25 images \/ seconde, il devra traiter 2 millions de pixels x 25, soit 50 millions de pixels \/ seconde (ceci est approximatif et ne sert qu&rsquo;\u00e0 donner une id\u00e9e de la capacit\u00e9 de calcul n\u00e9cessaire).<\/p>\n<p>L&rsquo;objectif est de faire fonctionner le syst\u00e8me en temps r\u00e9el et de le faire interagir avec son environnement.<br \/>\nChez Nexvision, nous n&rsquo;h\u00e9sitons pas \u00e0 mettre en \u0153uvre les derni\u00e8res technologies issues des laboratoires, qu&rsquo;il s&rsquo;agisse de capteurs d&rsquo;images, de processeurs graphiques ou de tout autre type de composants.<\/p>\n<p>Nous sommes d&rsquo;ailleurs l&rsquo;une des rares entreprises en Europe \u00e0 avoir \u00e9t\u00e9 les premiers \u00e0 adopter les GPU de Nvidia, et nous avons travaill\u00e9 en \u00e9troite collaboration avec Photonis pour d\u00e9velopper leurs capteurs EBCMOS pour la vision nocturne.<\/p>\n<p>Nous ne d\u00e9veloppons pas seulement des syst\u00e8mes complets, en commen\u00e7ant par les capteurs d&rsquo;images, mais nous incluons \u00e9galement le d\u00e9veloppement d&rsquo;un syst\u00e8me complet sur mesure qui va avec, c&rsquo;est-\u00e0-dire le mat\u00e9riel ainsi que le logiciel, y compris les algorithmes de traitement et\/ou d&rsquo;analyse d&rsquo;images.<\/p>\n<p>Dans la plupart des cas, nous cr\u00e9ons des conceptions \u00e9lectroniques embarqu\u00e9es o\u00f9 le CPU, le GPU, le NPU et le FPGA constituent le c\u0153ur du syst\u00e8me et la puissance de calcul.<\/p>\n\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-40acd65 elementor-widget elementor-widget-text-editor\" data-id=\"40acd65\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Remarque :<\/strong><\/p>\n<p>Selon la conception, il peut y avoir :<\/p>\n<ul>\n<li>plusieurs capteurs d&rsquo;image parall\u00e8les (avec la m\u00eame bande de fr\u00e9quence ou des bandes diff\u00e9rentes pour capturer des spectres diff\u00e9rents)<\/li>\n<li>des t\u00eates distantes avec des syst\u00e8mes de pr\u00e9traitement d&rsquo;images int\u00e9gr\u00e9s<\/li>\n<li>d&rsquo;autres types de capteurs (par exemple, radar, lidar) qui compl\u00e8tent le syst\u00e8me et son interface pour r\u00e9aliser la fusion des capteurs, ce qui rend le syst\u00e8me global encore plus pr\u00e9cis.<\/li>\n<\/ul>\n\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-bea216b elementor-widget elementor-widget-heading\" data-id=\"bea216b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ex : Architecture \u00e0 1 camera<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f24a66c elementor-widget elementor-widget-image\" data-id=\"f24a66c\" data-element_type=\"widget\" data-e-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\t\t\t\t<a href=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"CameraModules\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTI1MDcsInVybCI6Imh0dHBzOlwvXC9uZXh2aXNpb24uZnJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzAzXC9DYW1lcmFNb2R1bGVzLmpwZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1400\" height=\"900\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules.jpg\" class=\"attachment-full size-full wp-image-12507\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules.jpg 1400w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules-300x193.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules-1024x658.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CameraModules-768x494.jpg 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-d616cff elementor-widget elementor-widget-heading\" data-id=\"d616cff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ex : Architecture \u00e0 n camera<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d2cfe8 elementor-widget elementor-widget-image\" data-id=\"9d2cfe8\" data-element_type=\"widget\" data-e-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\t\t\t\t<a href=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"VideoCameraArchitecture\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTI1MDksInVybCI6Imh0dHBzOlwvXC9uZXh2aXNpb24uZnJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzAzXC9WaWRlb0NhbWVyYUFyY2hpdGVjdHVyZS5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1600\" height=\"1003\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture.jpg\" class=\"attachment-full size-full wp-image-12509\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture.jpg 1600w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture-300x188.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture-1024x642.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture-768x481.jpg 768w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/VideoCameraArchitecture-1536x963.jpg 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-3ba0b22 elementor-widget elementor-widget-heading\" data-id=\"3ba0b22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CPU - Central Processing Unit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb2da26 elementor-widget elementor-widget-text-editor\" data-id=\"eb2da26\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Le Le chef d\u2019orchestre !<\/strong><\/p>\n<p>Ex\u00e9cute le syst\u00e8me d&rsquo;exploitation (OS) et effectue des traitements algorithmiques de haut niveau. Il prend des d\u00e9cisions, g\u00e8re l&rsquo;interface homme-machine et l&rsquo;application dans le cadre d&rsquo;une profession donn\u00e9e.<\/p>\n\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-46c66e0 elementor-widget elementor-widget-heading\" data-id=\"46c66e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">GPU - Graphical Processing Unit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef856be elementor-widget elementor-widget-text-editor\" data-id=\"ef856be\" data-element_type=\"widget\" data-e-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\t\t<p><strong>L\u2019analyste ! <\/strong><\/p>\n<p>Il fait certains traitements d\u2019image et surtout l\u2019analyse d\u2019images (ex : peut traiter des nuages de points =&gt; le GPU prend ces points caract\u00e9ristiques et fait une analyse d\u2019image pour en extraire des infos pertinentes. Pour les techniques, il fait des calculs en flottant.<\/p>\n\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-a7bd85c elementor-widget elementor-widget-heading\" data-id=\"a7bd85c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FPGA - Field-Programmable Gate Array<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2ef9b5 elementor-widget elementor-widget-text-editor\" data-id=\"d2ef9b5\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Le FPGA, c\u2019est de la puissance de calcul brute ! <\/strong><\/p>\n<p>Il prend les images brutes et r\u00e9alise le pr\u00e9-traitement en am\u00e9liorant et en extrayant des points caract\u00e9ristiques. C\u2019est un ex\u00e9cutant qui fait du calcul \u00ab simple \u00bb mais en masse. Pour les techniques, il fait des calculs en entier.<\/p>\n<p>C\u2019est du HardWare : s\u00e9quenceur logique en HW : traitement fortement parall\u00e9lis\u00e9 dont les acc\u00e8s m\u00e9moire dans l\u2019image \u00e0 traiter sont d\u00e9finis (non al\u00e9atoires) =&gt; impl\u00e9mentation d\u2019algorithmes sous forme de s\u00e9quenceur HW : ce n\u2019est pas du logiciel.<\/p>\n\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-9898bb1 elementor-widget elementor-widget-image\" data-id=\"9898bb1\" data-element_type=\"widget\" data-e-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\t\t\t<img decoding=\"async\" width=\"1200\" height=\"428\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/GPU_FPGA.jpg\" class=\"attachment-full size-full wp-image-12518\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/GPU_FPGA.jpg 1200w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/GPU_FPGA-300x107.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/GPU_FPGA-1024x365.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/GPU_FPGA-768x274.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\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-1d54aa2 elementor-widget elementor-widget-image\" data-id=\"1d54aa2\" data-element_type=\"widget\" data-e-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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"384\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CPU_GPU_FPGA-1024x492.jpg\" class=\"attachment-large size-large wp-image-12514\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CPU_GPU_FPGA-1024x492.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CPU_GPU_FPGA-300x144.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CPU_GPU_FPGA-768x369.jpg 768w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/CPU_GPU_FPGA.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-7dabe5f elementor-widget elementor-widget-text-editor\" data-id=\"7dabe5f\" data-element_type=\"widget\" data-e-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\t\t<p><strong>A savoir <\/strong><\/p>\n<p>Coder un algorithme sur FPGA prend en moyenne 20 fois plus de temps que pour un CPU\/ GPU (donc 20 fois plus dur, donc plus cher). Dans le choix des architectures, on commence d\u2019abord avec un CPU\/GPU et si pas assez de puissance de calcul, on ajoute un ou plusieurs FPGA.<\/p>\n\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-c584861 elementor-widget elementor-widget-image\" data-id=\"c584861\" data-element_type=\"widget\" data-e-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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"607\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/Comparatif_CPU_GPU_FPGA-1024x777.jpg\" class=\"attachment-large size-large wp-image-12516\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/Comparatif_CPU_GPU_FPGA-1024x777.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/Comparatif_CPU_GPU_FPGA-300x228.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/Comparatif_CPU_GPU_FPGA-768x582.jpg 768w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/03\/Comparatif_CPU_GPU_FPGA.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-e47e612 elementor-widget elementor-widget-heading\" data-id=\"e47e612\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"comparison\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comparatif FPGA \/ ASIC \/ GPU \/ CPU \/ MANY CORES \/ NPU<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe13e53 elementor-widget elementor-widget-image\" data-id=\"fe13e53\" data-element_type=\"widget\" data-e-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\t\t\t\t<a href=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Comparison_CPU_GPU_FPGA_ASIC_EN\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1OTQsInVybCI6Imh0dHBzOlwvXC9uZXh2aXNpb24uZnJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzA4XC9Db21wYXJpc29uX0NQVV9HUFVfRlBHQV9BU0lDX0VOLmpwZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"860\" src=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN.jpg\" class=\"attachment-full size-full wp-image-16594\" alt=\"\" srcset=\"https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN.jpg 2000w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN-300x129.jpg 300w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN-1024x440.jpg 1024w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN-768x330.jpg 768w, https:\/\/nexvision.fr\/wp-content\/uploads\/2024\/08\/Comparison_CPU_GPU_FPGA_ASIC_EN-1536x660.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-c509579 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c509579\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-d19e8c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d19e8c8\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-a51028a\" data-id=\"a51028a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-193eb4d elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"193eb4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/partie-2-construction-traitement-et-analyse-dune-image-numerique\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-left\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">PR\u00c9C\u00c9DENT<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4c23c1e\" data-id=\"4c23c1e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c970e73 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c970e73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/nexvision.fr\/fr\/base-de-connaissances-sur-les-systemes-de-vision\/comprendre-le-fonctionnement-et-le-potentiel-des-systemes-optroniques\/part-4-votre-projet\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">SUIVANT<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-2d7dc52\" data-id=\"2d7dc52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Part 3 : Conception Comprendre le fonctionnement et le potentiel des syst\u00e8mes optroniques Introduction Part 1 : Vision, color and the electromagnetic spectrum Part 2 :\u00a0 Building, processing and analysis of a digital image Part 3 :\u00a0 Design Part 4 :\u00a0 Your project Puissance de calcul et interop\u00e9rabilit\u00e9 Maintenant que les principaux concepts sont ma\u00eetris\u00e9s, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":14297,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-14316","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Part 3 : Conception optronique des syst\u00e8mes de vision<\/title>\n<meta name=\"description\" content=\"Explorez la conception des syst\u00e8mes optroniques pour des projets de pointe. 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