{"id":16429,"date":"2023-12-04T13:49:03","date_gmt":"2023-12-04T12:49:03","guid":{"rendered":"https:\/\/www.generationrobots.com\/blog\/?p=16429"},"modified":"2024-10-02T14:47:58","modified_gmt":"2024-10-02T12:47:58","slug":"scout-2-0-an-autonomous-mobile-robot-used-in-the-vineyards-at-chateau-luchey-halde","status":"publish","type":"post","link":"https:\/\/www.generationrobots.com\/blog\/en\/scout-2-0-an-autonomous-mobile-robot-used-in-the-vineyards-at-chateau-luchey-halde\/","title":{"rendered":"SCOUT 2.0: an Autonomous Mobile Robot used in the vineyards at Ch\u00e2teau Luchey-Halde"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16429\" class=\"elementor elementor-16429\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cdfa255 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cdfa255\" 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-100 elementor-top-column elementor-element elementor-element-b399cca\" data-id=\"b399cca\" 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-16a1e61 elementor-widget elementor-widget-text-editor\" data-id=\"16a1e61\" 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 style=\"text-align: justify;\">The market for mobile robotics is experiencing <strong>growth<\/strong>, and this type of robots is being deployed in <strong>various sectors<\/strong> such as surveillance, exploration, smart cities, and agriculture.<\/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<\/div>\n\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-d2a5633 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2a5633\" 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-100 elementor-top-column elementor-element elementor-element-1f40c6b\" data-id=\"1f40c6b\" 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-4426e55 elementor-widget elementor-widget-text-editor\" data-id=\"4426e55\" 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 style=\"text-align: justify;\">G\u00e9n\u00e9ration Robots <strong>customized a mobile robot<\/strong> for a Higher National School and a laboratory based in Bordeaux to address a data collection challenge in vineyards. It&rsquo;s an experimental research project.<\/p>\n\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<\/div>\n\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-0861de6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0861de6\" 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-100 elementor-top-column elementor-element elementor-element-26412f0\" data-id=\"26412f0\" 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-8659e81 elementor-widget elementor-widget-text-editor\" data-id=\"8659e81\" 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 style=\"text-align: justify;\">Our team visited the vineyard domain of Ch\u00e2teau Luchey-Halde, accompanied by 4 research professors from IMS Bordeaux, to witness <strong>the robot in action<\/strong>. The objective of these researchers is to <strong>build an extensive database<\/strong> containing photos of vine leaves and grape clusters at every stage of their development, throughout all seasons, with or without diseases, etc. This database can be utilized, for instance, to <strong>develop applications or third-party interfaces<\/strong> that can assist farmers in detecting diseases early, monitoring <strong>phenology<\/strong> (the study of plant development phases), or predicting <strong>future yields<\/strong> (liters per hectare).<\/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<\/div>\n\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-857a9ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"857a9ef\" 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-100 elementor-top-column elementor-element elementor-element-a1fe2fd\" data-id=\"a1fe2fd\" 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-4f68453 elementor-widget elementor-widget-image\" data-id=\"4f68453\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"720\" src=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009-1024x768.jpg\" class=\"attachment-large size-large wp-image-16377\" alt=\"Le scout 2.0 en immersion dans les vignes\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009-1024x768.jpg 1024w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009-300x225.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009-768x576.jpg 768w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009-1536x1152.jpg 1536w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/IMG-20230719-WA0009.jpg 2048w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\t<\/div>\n\t\t<\/div>\n\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-a554660 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a554660\" 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-5fa9b1f\" data-id=\"5fa9b1f\" 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-55b24c5 elementor-widget elementor-widget-image\" data-id=\"55b24c5\" 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=\"960\" height=\"960\" src=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9.jpg\" class=\"attachment-large size-large wp-image-16385\" alt=\"Chateau avec vignes\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9.jpg 1024w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9-300x300.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9-150x150.jpg 150w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9-768x768.jpg 768w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-9-140x140.jpg 140w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\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-996c41a\" data-id=\"996c41a\" 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-91d45b0 elementor-widget elementor-widget-image\" data-id=\"91d45b0\" 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=\"960\" height=\"960\" src=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10.jpg\" class=\"attachment-large size-large wp-image-16384\" alt=\"scout2.0 zoom\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10.jpg 1024w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10-300x300.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10-150x150.jpg 150w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10-768x768.jpg 768w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-10-140x140.jpg 140w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\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-5eb3baa\" data-id=\"5eb3baa\" 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-9fd10b4 elementor-widget elementor-widget-image\" data-id=\"9fd10b4\" 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=\"960\" height=\"960\" src=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11.jpg\" class=\"attachment-large size-large wp-image-16383\" alt=\"Grappes raisin\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11.jpg 1024w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11-300x300.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11-150x150.jpg 150w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11-768x768.jpg 768w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-11-140x140.jpg 140w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\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-69b078f\" data-id=\"69b078f\" 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-9d0ad16 elementor-widget elementor-widget-image\" data-id=\"9d0ad16\" 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=\"960\" height=\"960\" src=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12.jpg\" class=\"attachment-large size-large wp-image-16382\" alt=\"Scout 2.0\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12.jpg 1024w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12-300x300.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12-150x150.jpg 150w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12-768x768.jpg 768w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2023\/12\/Design-sans-titre-12-140x140.jpg 140w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\t<\/div>\n\t\t<\/div>\n\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-50caa4c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50caa4c\" 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-100 elementor-top-column elementor-element elementor-element-145fdf2\" data-id=\"145fdf2\" 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-27b513d elementor-widget elementor-widget-spacer\" data-id=\"27b513d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac72e3d elementor-widget elementor-widget-text-editor\" data-id=\"ac72e3d\" 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 style=\"text-align: justify;\">To carry out this photo collection, initial tests involved using a camera mounted on a tripod, which a team member moved every meter to capture photos of leaves on nearly all the vine plants. This technique immobilizes a person in <strong>a long and tedious task<\/strong> (and arduous depending on weather conditions).\nTo save time and avoid carrying photo equipment, the team used a wheelbarrow on which all the gear was mounted (including a powerful industrial flash for taking photos in standard lighting conditions, regardless of outdoor brightness). In the end, the constraints were quite similar to the tripod method.\nSo, the researchers opted for a <strong>mechanical solution<\/strong>, meaning mounting photographic equipment on both sides of tractors that regularly pass through the vineyards. This solution proved unsatisfactory due to the dust kicked up by the tractor and the sensors that can be affected by vibrations or foliage.<\/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<\/div>\n\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-2516cad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2516cad\" 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-100 elementor-top-column elementor-element elementor-element-bcdf288\" data-id=\"bcdf288\" 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-d903628 elementor-widget elementor-widget-text-editor\" data-id=\"d903628\" 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 style=\"text-align: justify;\">The research team then came up with the idea to <strong>automate this task autonomously<\/strong>, where human intervention adds no value.\n<strong>SCOUT<\/strong>, developed by  <strong><a title=\"AgileX Robotics\" href=\"\/fr\/274_agilex\">AgileX Robotics<\/a><\/strong>  and distributed by Generation Robots, is a range of small all-terrain mobile robots, especially suited for the agricultural sector.<\/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<\/div>\n\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-b542ed1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b542ed1\" 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-100 elementor-top-column elementor-element elementor-element-ffb3a49\" data-id=\"ffb3a49\" 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-4e1e13b elementor-widget elementor-widget-text-editor\" data-id=\"4e1e13b\" 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 style=\"text-align: justify;\">The <strong><a title=\"SCOUT 2.0\" href=\"\/en\/403673-scout-20-mobile-robot-ugv.html\">SCOUT 2.0<\/a><\/strong> was utilized by the research team to <strong>address the encountered challenges<\/strong>. Initially <strong>customized<\/strong> by Generation Robots (including the addition of a GPS module), the team then <strong>installed the imaging equipment<\/strong> on the SCOUT 2.0. With this embedded imaging system (ARGB cameras and industrial flashes), the customized robot optimally captures photos of vegetation and fruits. Currently, it manages to make <strong>tens of thousands of image acquisitions per week<\/strong>, resulting in a significant amount of collected data. The project is named <strong>SCOUT &amp; CIE<\/strong>, funded by the University of Bordeaux through the ROP6 project and partially by the Nouvelle Aquitaine region.<\/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<\/div>\n\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-36b933d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36b933d\" 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-100 elementor-top-column elementor-element elementor-element-184caa7\" data-id=\"184caa7\" 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-620da41 elementor-widget elementor-widget-video\" data-id=\"620da41\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/static.generation-robots.com\/media\/Scout2-video-2.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\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<div class=\"elementor-element elementor-element-1234adf elementor-widget elementor-widget-spacer\" data-id=\"1234adf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/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=\"elementor-section elementor-top-section elementor-element elementor-element-2ddf03d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ddf03d\" 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-100 elementor-top-column elementor-element elementor-element-8380c80\" data-id=\"8380c80\" 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-8108269 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8108269\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/contact-us\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\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-961c408 elementor-widget elementor-widget-spacer\" data-id=\"961c408\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/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=\"elementor-section elementor-top-section elementor-element elementor-element-0414777 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0414777\" 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-100 elementor-top-column elementor-element elementor-element-7b7c81c\" data-id=\"7b7c81c\" 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-7d5c0b5 elementor-widget elementor-widget-heading\" data-id=\"7d5c0b5\" 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\">SCOUT 2.0 robot presentation<\/h2>\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=\"elementor-section elementor-top-section elementor-element elementor-element-5593c23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5593c23\" 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-100 elementor-top-column elementor-element elementor-element-9a49568\" data-id=\"9a49568\" 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-61b6e12 elementor-widget elementor-widget-text-editor\" data-id=\"61b6e12\" 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 style=\"text-align: justify;\">Designed for <strong>research<\/strong>, <strong>education<\/strong>, and <strong>development<\/strong> in industrial robotics, the SCOUT 2.0 mobile base falls into the category of UGVs, or Unmanned Ground Vehicles. In addition to being CE certified, this autonomous mobile base offers a diverse range of mechanical features and interesting movement performances:<\/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<\/div>\n\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-b03bdaa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b03bdaa\" 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-100 elementor-top-column elementor-element elementor-element-02a78cc\" data-id=\"02a78cc\" 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-8390233 elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8390233\" 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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\">A robust chassis capable of supporting <strong>up to 50 kg<\/strong>.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\">Agile steering with <strong>4-wheel drive<\/strong> and independent suspension.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\">A <strong>zero turning radius<\/strong> for pivoting in the tightest spaces.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\">Adaptability for <strong>all-terrain<\/strong> use indoors and outdoors.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"><p style=\"text-align: justify\">Two communication interfaces (<strong>CAN and RS232<\/strong>) for transmitting data related to movement, direction, etc., as well as for secondary development.<\/p><\/span>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c303038 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c303038\" 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-33 elementor-top-column elementor-element elementor-element-600243a\" data-id=\"600243a\" 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-c9c8b54 elementor-widget elementor-widget-video\" data-id=\"c9c8b54\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;play_on_mobile&quot;:&quot;yes&quot;,&quot;mute&quot;:&quot;yes&quot;,&quot;loop&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/static.generation-robots.com\/media\/Scout2-video-petites-2.mp4\" autoplay=\"\" loop=\"\" muted=\"muted\" playsinline=\"\" controlsList=\"nodownload\"><\/video>\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-99f1b09\" data-id=\"99f1b09\" 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-9e053c1 elementor-widget elementor-widget-video\" data-id=\"9e053c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;play_on_mobile&quot;:&quot;yes&quot;,&quot;mute&quot;:&quot;yes&quot;,&quot;loop&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/static.generation-robots.com\/media\/Scout2-video-petites-4.mp4\" autoplay=\"\" loop=\"\" muted=\"muted\" playsinline=\"\" controlsList=\"nodownload\"><\/video>\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5232944\" data-id=\"5232944\" 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-0555ed0 elementor-widget elementor-widget-video\" data-id=\"0555ed0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;play_on_mobile&quot;:&quot;yes&quot;,&quot;mute&quot;:&quot;yes&quot;,&quot;loop&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/static.generation-robots.com\/media\/Scout2-video-petites-5.mp4\" autoplay=\"\" loop=\"\" muted=\"muted\" playsinline=\"\" controlsList=\"nodownload\"><\/video>\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=\"elementor-section elementor-top-section elementor-element elementor-element-39ca727 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39ca727\" 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-100 elementor-top-column elementor-element elementor-element-3445eb1\" data-id=\"3445eb1\" 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-f82ee4c elementor-widget elementor-widget-spacer\" data-id=\"f82ee4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d1473f elementor-widget elementor-widget-heading\" data-id=\"5d1473f\" 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\">A solution that optimizes research team time<\/h2>\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=\"elementor-section elementor-top-section elementor-element elementor-element-142d3e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"142d3e3\" 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-100 elementor-top-column elementor-element elementor-element-a60567f\" data-id=\"a60567f\" 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-754c89f elementor-widget elementor-widget-text-editor\" data-id=\"754c89f\" 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 style=\"text-align: justify;\">Currently, the SCOUT 2.0 is <strong>teleoperated<\/strong> by a researcher, navigating through the rows using a <strong>detection algorithm<\/strong> and image processing. In the medium term, the robot will perform these tasks autonomously, freeing up time for the research team to focus more on image processing challenges, learning, or algorithm enhancements.<\/p><h4>Examples of applications that can be developed with this system:<\/h4><p style=\"text-align: justify;\">For instance, this system could quickly <strong>count grapes<\/strong> in a vineyard plot. It could also <strong>detect the progress in ripening<\/strong> in different areas of the plot. This could help <strong>predict the yield<\/strong> of the plot several months in advance. A solution like this could be used to <strong>detect diseases<\/strong> (esca, mildew) through the analysis of numerous images by an AI. It&rsquo;s a challenging task as the robot moves at <strong>3 or 6 km\/h<\/strong> and may not necessarily detect all diseases.<\/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<\/div>\n\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-70a8128 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"70a8128\" 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-100 elementor-top-column elementor-element elementor-element-fd3a28b\" data-id=\"fd3a28b\" 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-f714d33 elementor-widget elementor-widget-video\" data-id=\"f714d33\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&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\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/static.generation-robots.com\/media\/Scout2-video-fin-1.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\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=\"elementor-section elementor-top-section elementor-element elementor-element-e114d06 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e114d06\" 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-100 elementor-top-column elementor-element elementor-element-433411c\" data-id=\"433411c\" 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-6de419f elementor-widget elementor-widget-spacer\" data-id=\"6de419f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84be14d elementor-widget elementor-widget-heading\" data-id=\"84be14d\" 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\">What are our future objectives?<\/h2>\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=\"elementor-section elementor-top-section elementor-element elementor-element-0a48558 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0a48558\" 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-100 elementor-top-column elementor-element elementor-element-08ce859\" data-id=\"08ce859\" 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-5dcff4b elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5dcff4b\" 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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"><p style=\"text-align: justify\"><strong>Integrating a GPS<\/strong> with a camera would allow locating the rows where the images were captured. Currently, the robot is <strong>teleoperated<\/strong> remotely by engineers, but it will be <strong>automated<\/strong> in the future.<\/p><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"><p style=\"text-align: justify\">The robot <strong>cannot work in the rain<\/strong> as the images become blurry, and the flash only captures raindrops.<\/p><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"> <p style=\"text-align: justify\">These researchers are convinced that bringing sensors to the plots would enable farmers to better manage their crops and have a deeper understanding of disease prevalence.<br><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"><p style=\"text-align: justify\">This robot could be very useful for <strong>wine growers<\/strong>: for example, it would help determine the optimal number of harvesters needed during harvests, especially by grape variety. Extremely useful for the logistics of<strong> harvesting<\/strong>, the logistics of<strong> cube placement<\/strong>, grape<strong> distribution<\/strong>, as well as <strong>sales forecasts<\/strong>.<span style=\"font-size: 1.5rem\"><\/span><\/p><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\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<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/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\"><p style=\"text-align: justify\">Mounting the camera on a <strong>robotic arm<\/strong> adapted to the mobile base would enable capturing photos of clusters hidden behind the vine foliage. This represents a mid-term evolution of the robotic solution.<\/p><\/span>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23271617 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23271617\" 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-100 elementor-top-column elementor-element elementor-element-412eaf19\" data-id=\"412eaf19\" 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-4113ce93 elementor-widget elementor-widget-spacer\" data-id=\"4113ce93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32310f7b elementor-widget elementor-widget-image\" data-id=\"32310f7b\" 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:\/\/content.generationrobots.com\/white-paper-agilex-robotics\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/static.generation-robots.com\/img\/agilex-robotics-white-paper-banner.png\" title=\"\" alt=\"Banneer white paper AgileX\" loading=\"lazy\" \/>\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\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>The market for mobile robotics is experiencing growth, and this type of robots is being deployed in various sectors such as surveillance, exploration, smart cities, and agriculture. G\u00e9n\u00e9ration Robots customized a mobile robot for a Higher National School and a laboratory based in Bordeaux to address a data collection challenge in vineyards. It&rsquo;s an experimental[&#8230;]<br \/> <a class=\"button\" href=\"https:\/\/www.generationrobots.com\/blog\/en\/scout-2-0-an-autonomous-mobile-robot-used-in-the-vineyards-at-chateau-luchey-halde\/\" style=\"float:right;\">Read this article &gt;&gt;<\/a><\/p>\n","protected":false},"author":310,"featured_media":16489,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10545,10541],"tags":[],"class_list":["post-16429","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-comparisons-and-tests-products","category-customer-cases-applications"],"_links":{"self":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/16429","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/users\/310"}],"replies":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/comments?post=16429"}],"version-history":[{"count":29,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/16429\/revisions"}],"predecessor-version":[{"id":19062,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/16429\/revisions\/19062"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/media\/16489"}],"wp:attachment":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/media?parent=16429"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/categories?post=16429"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/tags?post=16429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}