{"id":7660,"date":"2024-11-04T15:01:58","date_gmt":"2024-11-04T14:01:58","guid":{"rendered":"https:\/\/www.geomatys.com\/?page_id=7660"},"modified":"2024-11-04T15:11:55","modified_gmt":"2024-11-04T14:11:55","slug":"etude-sur-lapplication-de-lia-a-la-problematique-de-generalisation-bathymetrique","status":"publish","type":"page","link":"https:\/\/www.geomatys.com\/en\/etude-sur-lapplication-de-lia-a-la-problematique-de-generalisation-bathymetrique\/","title":{"rendered":"\u00c9tude sur l&rsquo;application de l&rsquo;IA \u00e0 la probl\u00e9matique de g\u00e9n\u00e9ralisation bathym\u00e9trique"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"7660\" class=\"elementor elementor-7660\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-6813478a elementor-section-full_width elementor-section-height-default 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width=\"18\" height=\"12\" alt=\"fr_FR\" title=\"French\"><span class=\"trp-ls-language-name\">FR<\/span><\/span><\/a><\/li>\n<\/ul><\/div><\/nav>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5cd25c2 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"93734\" data-id=\"5cd25c2\" 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<\/div>\n\t\t\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<div class=\"has_eae_slider elementor-element elementor-element-1f7ef161 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-eae-slider=\"17399\" data-id=\"1f7ef161\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-557d1d9c exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"557d1d9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Etude sur l'application de l'IA \u00e0 la probl\u00e9matique de g\u00e9n\u00e9ralisation bathym\u00e9trique<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2de0790 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no exad-sticky-section-no\" data-eae-slider=\"46329\" data-id=\"2de0790\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7810a79c exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"48408\" data-id=\"7810a79c\" 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-9478a50 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"9478a50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Description du projet <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fdef878 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"1fdef878\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Etude de faisabilit\u00e9 sur l\u2019application de technique de Machine Learning au processus de g\u00e9n\u00e9ralisation bathym\u00e9trique appliqu\u00e9e par les op\u00e9rateurs pour la production de cartes nautiques.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-73b692b4 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"81597\" data-id=\"73b692b4\" 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-6fcab605 eae--hr-position-center eae--vr-position-middle exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-eae-thumbgallery\" data-id=\"6fcab605\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;thumb_slides_per_view&quot;:2,&quot;slider_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;thumb_slides_per_view_tablet&quot;:3,&quot;thumb_slides_per_view_mobile&quot;:2,&quot;thumb_space_between&quot;:10,&quot;thumb_space_between_tablet&quot;:10,&quot;thumb_space_between_mobile&quot;:5,&quot;slider_space_between_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;slider_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;slider_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"eae-thumbgallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"eae-swiper-outer-wrapper eae-swiper\" data-swiper-settings=\"{&quot;breakpoints_value&quot;:{&quot;mobile&quot;:320,&quot;tablet&quot;:768,&quot;tablet_extra&quot;:1301,&quot;desktop&quot;:1201},&quot;thumbs&quot;:{&quot;spaceBetween&quot;:{&quot;mobile&quot;:5,&quot;tablet&quot;:10,&quot;tablet_extra&quot;:15,&quot;default&quot;:10},&quot;slidesPerView&quot;:{&quot;mobile&quot;:2,&quot;tablet&quot;:3,&quot;tablet_extra&quot;:2,&quot;default&quot;:2}},&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:{&quot;duration&quot;:5000,&quot;reverseDirection&quot;:false,&quot;slider_direction&quot;:&quot;ltr&quot;,&quot;disableOnInteraction&quot;:true},&quot;pauseOnHover&quot;:&quot;yes&quot;,&quot;spaceBetween&quot;:{&quot;mobile&quot;:1,&quot;tablet&quot;:1,&quot;tablet_extra&quot;:15,&quot;default&quot;:15},&quot;loop&quot;:&quot;yes&quot;,&quot;navigation&quot;:&quot;yes&quot;,&quot;clickable&quot;:false,&quot;keyboard&quot;:true}\">\n\t\t\t\t\t   \n\t\t\t<div class=\"eae-swiper-container swiper\">\n\t\t\t\t<div class=\"eae-swiper-wrapper swiper-wrapper slider_vertical_wrapper\">\n\t\t\t\t\t\n\n\t\t\t\t\t<div class=\"elementor-repeater-item-272a237 eae-swiper-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix2-1.jpg?fit=743%2C786&amp;ssl=1);\">\n\t\t\t\t   \n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"eae-slide-inner\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t   \n\t\t\t\t\t\n\n\t\t\t\t\t<div class=\"elementor-repeater-item-537d58f eae-swiper-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix.jpg?fit=814%2C580&amp;ssl=1);\">\n\t\t\t\t   \n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"eae-slide-inner\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t   \n\t\t\t\t\t\n\n\t\t\t\t\t<div class=\"elementor-repeater-item-d981188 eae-swiper-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix3.jpg?fit=824%2C286&amp;ssl=1);\">\n\t\t\t\t   \n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"eae-slide-inner\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t   \n\t\t\t\t\t \n\t\t\t\t<\/div>\n\t\t\t   \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class = \"eae-swiper-button eae-slider-nav-button  eae-swiper-button-prev\">\n\t\t\t\t\t\t\t<i class=\"fa fa-angle-left\"><\/i>\t\t\t\t\t\t<\/div>\t\n\t\t\t\t\t\t   \n\t\t\t\t\t\t<div class = \"eae-swiper-button eae-slider-nav-button eae-swiper-button-next\">\n\t\t\t\t\t\t\t<i class=\"fa fa-angle-right\"><\/i>\t\t\t\t\t\t<\/div>\t\n\t\t\t\t\t\t\t\t   \n\t\t\t\t\t\n\t\t\t<\/div>\t\n\t\t\n\t\t\t<div class=\"eae-thumb-container swiper eae-gallery-thumbs eae-thumb-horizontal-bottom\">\n\t\t\t\t<div class=\"eae-thumb-wrapper swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t   \n\t\t\t\t\t\t<div class=\"elementor-repeater-item-272a237 eae-thumb-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix2-1.jpg?fit=743%2C786&amp;ssl=1);\">\n\t\t\t\t\t\t\t\t<div class='eae-fit-aspect-ratio'><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t   \n\t\t\t\t\t\t<div class=\"elementor-repeater-item-537d58f eae-thumb-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix.jpg?fit=814%2C580&amp;ssl=1);\">\n\t\t\t\t\t\t\t\t<div class='eae-fit-aspect-ratio'><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t   \n\t\t\t\t\t\t<div class=\"elementor-repeater-item-d981188 eae-thumb-slide swiper-slide\" style=\"background-image : url(https:\/\/i0.wp.com\/www.geomatys.com\/wp-content\/uploads\/2024\/11\/SHOM-MACHINELEARNING_ss_prix3.jpg?fit=824%2C286&amp;ssl=1);\">\n\t\t\t\t\t\t\t\t<div class='eae-fit-aspect-ratio'><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t \n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\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 class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-594f7924 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no exad-sticky-section-no\" data-eae-slider=\"66193\" data-id=\"594f7924\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2db60e63 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"84751\" data-id=\"2db60e63\" 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-5d619b46 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"5d619b46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prestation de Geomatys<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1728ec49 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"1728ec49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3dc6844c elementor-widget elementor-widget-text-editor\" data-id=\"3dc6844c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-text-editor elementor-clearfix\"><ul><li><p><span class=\"Apple-converted-space\">\u00a0<\/span>Dans le cadre de ce projet Geomatys a:<span class=\"Apple-converted-space\">\u00a0<\/span><\/p><p>\u2713 \u00c9tudi\u00e9 les m\u00e9thodes de Machine Learning les plus pertinentes vis-\u00e0-vis du contexte et quels descripteurs pouvaient \u00eatre pertinent dans une d\u00e9marche de r\u00e9duction de la dimension du probl\u00e8me.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p><p>\u2713 Etudi\u00e9 les m\u00e9thodes de segmentation de type Deep Learning :<\/p><p>\u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" class=\"emoji\" role=\"img\" draggable=\"false\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25aa.svg\" alt=\"\u25aa\" \/>\u00a0Mise en place du r\u00e9seau U-Net<span class=\"Apple-converted-space\">\u00a0<\/span><\/p><p>\u00a0 \u00a0\u00a0<img decoding=\"async\" class=\"emoji\" role=\"img\" draggable=\"false\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25aa.svg\" alt=\"\u25aa\" \/>\u00a0Recherche des meilleures fonctions de pertes vis-\u00e0-vis de la probl\u00e9matique<span class=\"Apple-converted-space\">\u00a0<\/span><\/p><p>\u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" class=\"emoji\" role=\"img\" draggable=\"false\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25aa.svg\" alt=\"\u25aa\" \/>\u00a0Etat de l\u2019art concernant la g\u00e9n\u00e9ralisation<\/p><\/li><\/ul><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e8e11d5 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"45998\" data-id=\"e8e11d5\" 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-4991269d exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"4991269d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technologies utilis\u00e9es<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7330db63 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"7330db63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><a href=\"http:\/\/examind.com\">Examind<\/a><\/li><li>TensorFlow<\/li><li>Scikit Learn<\/li><\/ul>\t\t\t\t\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 class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-368543e7 elementor-section-full_width elementor-section-height-default elementor-section-height-default exad-glass-effect-no wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no exad-sticky-section-no\" data-eae-slider=\"79350\" data-id=\"368543e7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-67db9969 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"45994\" data-id=\"67db9969\" 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-76bd8cbc exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-shortcode\" data-id=\"76bd8cbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5276\" class=\"elementor elementor-5276\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-267b5fb elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no exad-sticky-section-no\" data-eae-slider=\"20781\" data-id=\"267b5fb\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8dac029 exad-glass-effect-no exad-sticky-section-no\" data-eae-slider=\"46338\" data-id=\"8dac029\" 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-ff0bb56 hfe-nav-menu__align-center hfe-nav-menu__breakpoint-mobile hfe-submenu-icon-arrow hfe-link-redirect-child exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-navigation-menu\" data-id=\"ff0bb56\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;padding_vertical_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:7,&quot;sizes&quot;:[]},&quot;menu_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;dropdown_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;padding_horizontal_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu hfe-layout-vertical hfe-nav-menu-layout vertical\" data-layout=\"vertical\">\n\t\t\t\t<div role=\"button\" class=\"hfe-nav-menu__toggle elementor-clickable\" tabindex=\"0\" aria-label=\"Menu Toggle\">\n\t\t\t\t\t<span class=\"screen-reader-text\">Menu<\/span>\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<i aria-hidden=\"true\"  class=\"fas fa-align-justify\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<nav class=\"hfe-nav-menu__layout-vertical hfe-nav-menu__submenu-arrow\" data-toggle-icon=\"&lt;i aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;fas fa-align-justify&quot;&gt;&lt;\/i&gt;\" data-close-icon=\"&lt;i aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;far fa-window-close&quot;&gt;&lt;\/i&gt;\" data-full-width=\"yes\">\n\t\t\t\t\t<ul id=\"menu-1-ff0bb56\" class=\"hfe-nav-menu\"><li 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descripteurs pouvaient \u00eatre pertinent dans une d\u00e9marche de r\u00e9duction de la dimension du probl\u00e8me.\u00a0 \u2713 Etudi\u00e9 les m\u00e9thodes de segmentation de type Deep Learning : \u00a0 \u00a0 \u00a0\u00a0\u00a0Mise en place du r\u00e9seau U-Net\u00a0 \u00a0 \u00a0\u00a0\u00a0Recherche des meilleures fonctions de pertes vis-\u00e0-vis de la probl\u00e9matique\u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0Etat de l\u2019art concernant la g\u00e9n\u00e9ralisation Technologies utilis\u00e9es Examind TensorFlow Scikit Learn<\/p>","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_umich_oidc_access":"","footnotes":""},"class_list":["post-7660","page","type-page","status-publish","hentry"],"aioseo_notices":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/pages\/7660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/comments?post=7660"}],"version-history":[{"count":0,"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/pages\/7660\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.geomatys.com\/en\/wp-json\/wp\/v2\/media?parent=7660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}