{"id":15317,"date":"2026-06-19T12:47:11","date_gmt":"2026-06-19T10:47:11","guid":{"rendered":"https:\/\/ragt-seeds.com\/fr\/?page_id=15317"},"modified":"2026-06-26T12:54:09","modified_gmt":"2026-06-26T10:54:09","slug":"phenobob","status":"publish","type":"page","link":"https:\/\/ragt-seeds.com\/fr\/phenobob\/","title":{"rendered":"PhenoBob"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15317\" class=\"elementor elementor-15317\" data-elementor-post-type=\"page\">\n\t\t\t\t<div data-dce-background-image-url=\"https:\/\/ragt-seeds.com\/fr\/wp-content\/uploads\/2026\/06\/IMG_1233-2-1-scaled.jpg\" class=\"elementor-element elementor-element-79e4abb e-flex e-con-boxed e-con e-parent\" data-id=\"79e4abb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36fc445 e-flex e-con-boxed e-con e-parent\" data-id=\"36fc445\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ddce692 elementor-widget elementor-widget-heading\" data-id=\"ddce692\" 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\">PhenoBob<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c477b3 e-grid e-con-full e-con e-child\" data-id=\"4c477b3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1532308 elementor-widget elementor-widget-image\" data-id=\"1532308\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"599\" height=\"499\" src=\"https:\/\/ragt-seeds.com\/fr\/wp-content\/uploads\/2026\/06\/PhenoBob.jpg\" class=\"attachment-large size-large wp-image-15323\" alt=\"\" srcset=\"https:\/\/ragt-seeds.com\/fr\/wp-content\/uploads\/2026\/06\/PhenoBob.jpg 599w, https:\/\/ragt-seeds.com\/fr\/wp-content\/uploads\/2026\/06\/PhenoBob-300x250.jpg 300w\" sizes=\"(max-width: 599px) 100vw, 599px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c73b875 elementor-widget elementor-widget-text-editor\" data-id=\"c73b875\" 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>Le PhenoBob est un v\u00e9hicule autonome \u00e9quip\u00e9 d\u2019une cam\u00e9ra avec analyse d\u2019image. Lors d\u2019un passage dans une parcelle une cam\u00e9ra saisit des s\u00e9ries d\u2019images en couleur et en infrarouge proche. Les images individuelles sont compil\u00e9es automatiquement dans une image de la parcelle totale et hautement r\u00e9solue. Sur la base des images enregistr\u00e9es des plantes sont reconnues et localis\u00e9es automatiquement. Gr\u00e2ce au signal RTK GPS le PhenoBob quand il repasse sur la m\u00eame parcelle reconnait chaque individu, plante ou adventice. Il mesure plusieurs fois la surface foliaire des individus en la tra\u00e7ant pendant une p\u00e9riode pr\u00e9cise. La distinction entre betterave et adventice est r\u00e9alis\u00e9e par un algorithme qui a \u00e9t\u00e9 entrain\u00e9 \u00e0 l\u2019aide de l\u2019intelligence artificielle. De cette fa\u00e7on la lev\u00e9e au champ et le d\u00e9veloppement de la surface foliaire sont d\u00e9termin\u00e9s au niveau des parcelles d\u2019essai \u2013 et ceci \u00e0 partir de la lev\u00e9e jusqu\u2019au stade 6 feuilles.\u00a0<\/p>\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-d0f2c78 e-flex e-con-boxed e-con e-parent\" data-id=\"d0f2c78\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a13b0a7 elementor-widget elementor-widget-spacer\" data-id=\"a13b0a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>PhenoBob Le PhenoBob est un v\u00e9hicule autonome \u00e9quip\u00e9 d\u2019une cam\u00e9ra avec analyse d\u2019image. Lors d\u2019un passage dans une parcelle une cam\u00e9ra saisit des s\u00e9ries d\u2019images en couleur et en infrarouge proche. Les images individuelles sont compil\u00e9es automatiquement dans une image de la parcelle totale et hautement r\u00e9solue. Sur la base des images enregistr\u00e9es des plantes [&hellip;]<\/p>\n","protected":false},"author":35,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","osh_disable_topbar_sticky":"default","osh_disable_header_sticky":"default","osh_sticky_header_style":"default","osh_sticky_header_effect":"","osh_custom_sticky_logo":0,"osh_custom_retina_sticky_logo":0,"osh_custom_sticky_logo_height":0,"osh_background_color":"","osh_links_color":"","osh_links_hover_color":"","osh_links_active_color":"","osh_links_bg_color":"","osh_links_hover_bg_color":"","osh_links_active_bg_color":"","osh_menu_social_links_color":"","osh_menu_social_hover_links_color":"","iawp_total_views":0,"footnotes":""},"categories":[],"class_list":["post-15317","page","type-page","status-publish","hentry","entry"],"acf":[],"_links":{"self":[{"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/pages\/15317","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/comments?post=15317"}],"version-history":[{"count":26,"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/pages\/15317\/revisions"}],"predecessor-version":[{"id":15497,"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/pages\/15317\/revisions\/15497"}],"wp:attachment":[{"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/media?parent=15317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ragt-seeds.com\/fr\/wp-json\/wp\/v2\/categories?post=15317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}