{"id":4028,"date":"2024-10-23T16:14:02","date_gmt":"2024-10-23T14:14:02","guid":{"rendered":"https:\/\/cim-atlantique.com\/dynamic-bottle-position-detection-system\/"},"modified":"2024-10-24T10:52:28","modified_gmt":"2024-10-24T08:52:28","slug":"dynamic-bottle-position-detection-system","status":"publish","type":"page","link":"https:\/\/www.cim-atlantique.com\/en\/dynamic-bottle-position-detection-system\/","title":{"rendered":"Dynamic bottle position detection system"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1185.6px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p style=\"text-align: center;\"><b style=\"font-size: 31px; color: var(--awb-custom_color_2);\" data-fusion-font=\"true\"><span style=\"color: var(--awb-text-color); font-family: var(--awb-text-font-family); font-size: var(--awb-font-size); font-style: var(--awb-text-font-style); font-weight: var(--awb-text-font-weight); letter-spacing: var(--awb-letter-spacing); text-align: var(--awb-content-alignment); text-transform: var(--awb-text-transform); background-color: var(--awb-bg-color-hover);\">Deep learning machine vision for glass bottles<\/span><\/b><\/p>\n<\/div><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:15px;margin-bottom:35px;width:100%;max-width:150px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-custom_color_3);border-color:var(--awb-custom_color_3);border-top-width:6px;\"><\/div><\/div><div class=\"fusion-text fusion-text-2\"><p style=\"text-align: justify;\">Deep Capture, <b>an industrial vision software using deep learning<\/b>, enables the detection of bottle positions (X, Y, Theta) in various types of containers dynamically on a conveyor.<\/p>\n<p style=\"text-align: justify;\">The system is integrated into a robotic depacker, allowing the bottles to be picked up for loading onto a filling line.<\/p>\n<p style=\"text-align: justify;\">The challenge in detection lies in the wide variety of bottle types to be processed (around fifty) and the different containers (cardboard boxes and thermoformed trays).<\/p>\n<p style=\"text-align: justify;\"><b>Deep Capture<\/b> simplifies setup and format creation. A single configuration of lighting and cameras enables detection across all bottle types. An algorithm organizes and sends the pick-up positions to the robot.  <\/p>\n<\/div><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:1000px;--awb-max-height:563px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><lite-youtube videoid=\"Ibqwsu28wCg\" class=\"landscape\" params=\"wmode=transparent&autoplay=1&amp;enablejsapi=1\" title=\"YouTube video player 1\" data-button-label=\"Play Video\" width=\"1000\" height=\"563\" data-thumbnail-size=\"auto\" data-no-cookie=\"on\"><\/lite-youtube><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-4028","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/pages\/4028","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/comments?post=4028"}],"version-history":[{"count":2,"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/pages\/4028\/revisions"}],"predecessor-version":[{"id":4030,"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/pages\/4028\/revisions\/4030"}],"wp:attachment":[{"href":"https:\/\/www.cim-atlantique.com\/en\/wp-json\/wp\/v2\/media?parent=4028"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}