{"id":3951,"date":"2024-05-20T15:01:41","date_gmt":"2024-05-20T13:01:41","guid":{"rendered":"https:\/\/elya.cz\/?post_type=realizace&#038;p=3951"},"modified":"2024-11-26T09:11:10","modified_gmt":"2024-11-26T08:11:10","slug":"automation-of-wood-volume-measurement-using-deep-learning-ai","status":"publish","type":"realizace","link":"https:\/\/elya.cz\/en\/case-studies\/automation-of-wood-volume-measurement-using-deep-learning-ai\/","title":{"rendered":"Automation of wood volume measurement using deep learning (AI)"},"content":{"rendered":"<section class=\"l-section wpb_row us_custom_89c82de3 height_custom with_img\"><div class=\"l-section-img\" role=\"img\" data-img-width=\"1500\" data-img-height=\"1000\" style=\"background-image: url(https:\/\/elya.cz\/wp-content\/uploads\/2021\/09\/004-e1631618035757.png);background-position: bottom center;\"><\/div><div class=\"l-section-overlay\" style=\"background:rgba(26,26,26,0.50)\"><\/div><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-10 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column us_custom_5fcb3cf2 underline--heading has_text_color\"><div class=\"wpb_wrapper\"><h2>Automation of wood volume measurement using deep learning (AI)<\/h2>\n<\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-2 wpb_column vc_column_container\"><div class=\"vc_column-inner us_custom_0bd7e7a8\"><div class=\"wpb_wrapper\"><time class=\"w-post-elm post_date us_custom_6df4bc3a has_text_color entry-date published\" datetime=\"2024-05-20T15:01:41+02:00\" itemprop=\"datePublished\"><i class=\"fal fa-calendar\"><\/i>May 20, 2024<\/time><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_custom\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"g-cols wpb_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-8 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The main goal of the implementation was to achieve full automation of the wood volume measurement process on trucks in remote collection warehouses in the wood wholesale sector<\/strong>. This simultaneously streamlines warehouse operations and increases the traceability of wood loads.<\/p>\n<p>The project implementation involved several key steps:<\/p>\n<ul>\n<li>Development of proprietary 3D cameras that use deep learning and operate in challenging outdoor conditions<\/li>\n<li>Calibration of cameras to provide accurate measurements<\/li>\n<li>Tracking the movement of the truck and detecting wood on the vehicle using deep learning<\/li>\n<li>Sending measurement results and complete photos of the load with dimensions to cloud storage<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-4 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1-1024x771.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1-1024x771.jpg 1024w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1-300x226.jpg 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1-200x150.jpg 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1-531x400.jpg 531w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1.jpg 1767w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_medium\"><\/div><div class=\"g-cols wpb_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>Benefits of Implementation<\/strong><\/p>\n<p>The implementation successfully achieves its goal. Thanks to the implementation of new technologies and deep learning, the customer has gained full automation of the wood volume measurement process, bringing significant advantages. Flexibility, traceability, and warehouse operation efficiency have significantly increased. An important aspect of the project is also the elimination of the need for paper records and manual work.<\/p>\n<p>We designed the project to be easily transportable and usable in various collection warehouses.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-grid type_grid layout_gallery_default cols_3\" id=\"us_grid_1\" style=\"--columns:3;--gap:1.5rem;\" data-filterable=\"true\"><style>@media (max-width:1024px){#us_grid_1{--columns:2!important}}@media (max-width:600px){#us_grid_1{--columns:1!important}}.layout_gallery_default .w-grid-item-h{}<\/style><div class=\"w-grid-list\">\t<article class=\"w-grid-item size_1x1 post-3948 attachment type-attachment status-inherit hentry\" data-id=\"3948\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-2-1024x771.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-2-1024x771.jpg 1024w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-2-300x226.jpg 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-2-200x150.jpg 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-2-531x400.jpg 531w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-3942 attachment type-attachment status-inherit hentry\" data-id=\"3942\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1024x768.jpg\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-1024x768.jpg 1024w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-300x225.jpg 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-200x150.jpg 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-1-533x400.jpg 533w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-3952 attachment type-attachment status-inherit hentry\" data-id=\"3952\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><img loading=\"lazy\" decoding=\"async\" width=\"655\" height=\"405\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/WP.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/WP.png 655w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/WP-300x185.png 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/WP-200x124.png 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/WP-600x371.png 600w\" sizes=\"auto, (max-width: 655px) 100vw, 655px\" \/><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n<\/div><div class=\"w-grid-preloader\">\t<div class=\"g-preloader type_1\">\r\n\t\t<div><\/div>\r\n\t<\/div>\r\n\t<\/div>\t<div class=\"w-grid-json hidden\" onclick='return {&quot;action&quot;:&quot;us_ajax_grid&quot;,&quot;infinite_scroll&quot;:0,&quot;max_num_pages&quot;:1,&quot;pagination&quot;:&quot;none&quot;,&quot;template_vars&quot;:{&quot;columns&quot;:&quot;3&quot;,&quot;exclude_items&quot;:&quot;none&quot;,&quot;img_size&quot;:&quot;default&quot;,&quot;ignore_items_size&quot;:0,&quot;items_layout&quot;:&quot;gallery_default&quot;,&quot;items_offset&quot;:&quot;1&quot;,&quot;load_animation&quot;:&quot;none&quot;,&quot;overriding_link&quot;:&quot;%7B%22url%22%3A%22%22%7D&quot;,&quot;post_id&quot;:0,&quot;query_args&quot;:{&quot;post_type&quot;:[&quot;attachment&quot;],&quot;post__in&quot;:[&quot;3947&quot;,&quot;3941&quot;,&quot;3952&quot;],&quot;post_status&quot;:&quot;inherit&quot;,&quot;post_mime_type&quot;:&quot;image&quot;,&quot;posts_per_page&quot;:&quot;10&quot;},&quot;orderby_query_args&quot;:{&quot;orderby&quot;:{&quot;post__in&quot;:&quot;ASC&quot;},&quot;order&quot;:&quot;ASC&quot;},&quot;type&quot;:&quot;grid&quot;,&quot;us_grid_post_type&quot;:&quot;attachment&quot;,&quot;us_grid_ajax_index&quot;:1,&quot;us_grid_filter_query_string&quot;:null,&quot;us_grid_index&quot;:1,&quot;page_args&quot;:[],&quot;lang&quot;:&quot;en&quot;}}'><\/div>\r\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row us_custom_5477629e dots-background--colored height_custom\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column us_custom_0091ca5b underline--heading has_text_color\"><div class=\"wpb_wrapper\"><h2>Other Implementations<\/h2>\n<\/div><\/div><div class=\"w-grid us_custom_b51c0c2f type_grid layout_146 cols_3\" id=\"us_grid_2\" style=\"--columns:3;--gap:1rem;\" data-filterable=\"true\"><style>@media (max-width:1024px){#us_grid_2{--columns:2!important}}@media (max-width:600px){#us_grid_2{--columns:1!important}}.layout_146 .w-grid-item-h{}.layout_146 .usg_post_title_1{transition-duration:0.05s;transform-origin:50% 50%;transform:scale(1) translate(0%,0%)}.layout_146 .w-grid-item-h:hover .usg_post_title_1{transform:scale(1) translate(0%,0%);opacity:1;color:#89c449!important}.layout_146 .usg_post_image_1{margin-bottom:20px!important;position:static!important;padding:0!important}.layout_146 .usg_post_title_1{font-size:20px!important;font-weight:900!important;margin-bottom:15px!important;position:static!important}<\/style><div class=\"w-grid-list\">\t<article class=\"w-grid-item size_1x1 post-3974 realizace type-realizace status-publish has-post-thumbnail hentry category-automation tag-pharmaceutical\" data-id=\"3974\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/optical-inspection-of-product-insertion-into-the-injection-moulding-machine\/\" aria-label=\"Optical inspection of product insertion into the injection moulding machine\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/06\/CS-Smit-Medical-5-300x200.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/06\/CS-Smit-Medical-5-300x200.png 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/06\/CS-Smit-Medical-5-200x133.png 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/06\/CS-Smit-Medical-5.png 446w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/div><h4 class=\"w-post-elm post_title usg_post_title_1 entry-title color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/optical-inspection-of-product-insertion-into-the-injection-moulding-machine\/\">Optical inspection of product insertion into the injection moulding machine<\/a><\/h4><div class=\"w-post-elm post_custom_field usg_post_custom_field_1 type_text obsah color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/optical-inspection-of-product-insertion-into-the-injection-moulding-machine\/\"><span class=\"w-post-elm-value\">We implemented a camera system, thanks to which we improved the traceability and control of processes in warehouse logistics, specifically in the area of \u200b\u200bdrug distribution to pharmacies.<\/span><\/a><\/div><div class=\"w-html usg_html_1\"><style>\n\th1::after{\n\t\tdisplay:none\n\t}\n<\/style><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-3950 realizace type-realizace status-publish has-post-thumbnail hentry category-automation tag-pharmaceutical\" data-id=\"3950\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/camera-system-for-supporting-traceability-in-the-medical-sector\/\" aria-label=\"Camera system for supporting traceability in the medical sector\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Kamerovy-system-pro-podporu-traceability-v\u202fmedicinskem-odvetvi_2-300x200.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Kamerovy-system-pro-podporu-traceability-v\u202fmedicinskem-odvetvi_2-300x200.png 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Kamerovy-system-pro-podporu-traceability-v\u202fmedicinskem-odvetvi_2-200x133.png 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Kamerovy-system-pro-podporu-traceability-v\u202fmedicinskem-odvetvi_2.png 446w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/div><h4 class=\"w-post-elm post_title usg_post_title_1 entry-title color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/camera-system-for-supporting-traceability-in-the-medical-sector\/\">Camera system for supporting traceability in the medical sector<\/a><\/h4><div class=\"w-post-elm post_custom_field usg_post_custom_field_1 type_text obsah color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/camera-system-for-supporting-traceability-in-the-medical-sector\/\"><span class=\"w-post-elm-value\">Camera system that has improved traceability and process control in warehouse logistics, specifically in the area of drug distribution to pharmacies.<\/span><\/a><\/div><div class=\"w-html usg_html_1\"><style>\n\th1::after{\n\t\tdisplay:none\n\t}\n<\/style><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-3951 realizace type-realizace status-publish has-post-thumbnail hentry category-automation tag-automotive-en\" data-id=\"3951\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 stretched\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/automation-of-wood-volume-measurement-using-deep-learning-ai\/\" aria-label=\"Automation of wood volume measurement using deep learning (AI)\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-4-300x200.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-4-300x200.png 300w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-4-200x133.png 200w, https:\/\/elya.cz\/wp-content\/uploads\/2024\/05\/Wood-Paper-4.png 446w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/div><h4 class=\"w-post-elm post_title usg_post_title_1 entry-title color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/automation-of-wood-volume-measurement-using-deep-learning-ai\/\">Automation of wood volume measurement using deep learning (AI)<\/a><\/h4><div class=\"w-post-elm post_custom_field usg_post_custom_field_1 type_text obsah color_link_inherit\"><a href=\"https:\/\/elya.cz\/en\/case-studies\/automation-of-wood-volume-measurement-using-deep-learning-ai\/\"><span class=\"w-post-elm-value\">The main goal of the implementation was to achieve full automation of the wood volume measurement process on trucks by deep learning.<\/span><\/a><\/div><div class=\"w-html usg_html_1\"><style>\n\th1::after{\n\t\tdisplay:none\n\t}\n<\/style><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n<\/div><div class=\"w-grid-preloader\">\t<div class=\"g-preloader type_1\">\r\n\t\t<div><\/div>\r\n\t<\/div>\r\n\t<\/div>\t<div class=\"w-grid-json hidden\" onclick='return {&quot;action&quot;:&quot;us_ajax_grid&quot;,&quot;infinite_scroll&quot;:0,&quot;max_num_pages&quot;:3,&quot;pagination&quot;:&quot;none&quot;,&quot;template_vars&quot;:{&quot;columns&quot;:&quot;3&quot;,&quot;exclude_items&quot;:&quot;none&quot;,&quot;img_size&quot;:&quot;default&quot;,&quot;ignore_items_size&quot;:0,&quot;items_layout&quot;:&quot;146&quot;,&quot;items_offset&quot;:&quot;1&quot;,&quot;load_animation&quot;:&quot;none&quot;,&quot;overriding_link&quot;:&quot;{\\&quot;url\\&quot;:\\&quot;\\&quot;}&quot;,&quot;post_id&quot;:0,&quot;query_args&quot;:{&quot;post_type&quot;:[&quot;realizace&quot;],&quot;tax_query&quot;:[{&quot;taxonomy&quot;:&quot;post_tag&quot;,&quot;field&quot;:&quot;slug&quot;,&quot;terms&quot;:[&quot;automotive&quot;,&quot;pharmaceutical&quot;,&quot;aerospace&quot;,&quot;plastic&quot;,&quot;space&quot;]}],&quot;post_status&quot;:[&quot;publish&quot;,&quot;acf-disabled&quot;],&quot;posts_per_page&quot;:&quot;3&quot;},&quot;orderby_query_args&quot;:{&quot;orderby&quot;:{&quot;date&quot;:&quot;DESC&quot;}},&quot;type&quot;:&quot;grid&quot;,&quot;us_grid_post_type&quot;:&quot;realizace&quot;,&quot;us_grid_ajax_index&quot;:2,&quot;us_grid_filter_query_string&quot;:null,&quot;us_grid_index&quot;:2,&quot;page_args&quot;:[],&quot;lang&quot;:&quot;en&quot;}}'><\/div>\r\n\t<\/div><div 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