{"id":93088,"date":"2021-07-16T03:21:01","date_gmt":"2021-07-15T19:21:01","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/coffee-capsule-inspection-using-ai-2\/"},"modified":"2025-03-13T17:45:01","modified_gmt":"2025-03-13T09:45:01","slug":"coffee-capsule-inspection-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/cau-chuyen-thanh-cong\/coffee-capsule-inspection-using-ai\/","title":{"rendered":"Coffee Capsule Inspection Using AI"},"content":{"rendered":"<div class=\"post-title-custom-background wp-block-group alignfull has-white-color has-text-color has-link-color eplus-wrapper wp-elements-1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-3110c56b wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-cover alignfull eplus-wrapper\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--20);min-height:220px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1600\" height=\"1067\" class=\"wp-block-cover__image-background wp-image-58866\" alt=\"From above of assorted plastic cups with coffee chaotically scattered on top on beige surface\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/4226798.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/4226798.jpg 1600w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/4226798-300x200.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/4226798-768x512.jpg 768w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-5f6009ef-2b72\" class=\"gspb_heading gspb_heading-id-gsbp-5f6009ef-2b72\">SolVision<span class=\"gspb_heading_subtitle\">Case Study<\/span><\/h2>\n\n\n\n<div id=\"gspb_text-id-gsbp-fa6ec577-bc74\" class=\"gspb_text gspb_text-id-gsbp-fa6ec577-bc74\"><span style=\"\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/industries\/food-and-beverage\/\">Ch\u1ebf bi\u1ebfn th\u1ef1c ph\u1ea9m v\u00e0 \u0111\u1ed3 u\u1ed1ng<\/a><\/span><\/div>\n<\/div><\/div>\n\n\n<h1 class=\"has-text-align-center wp-block-post-title has-text-color has-black-color has-large-font-size\">Coffee Capsule Inspection Using AI<\/h1><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-1c111ca0-9553\" id=\"gspb_row-id-gsbp-1c111ca0-9553\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-aa3cf9aa-1058\" id=\"gspb_col-id-gsbp-aa3cf9aa-1058\">\n<h2 id=\"gspb_heading-id-gsbp-466236d0-ac25\" class=\"gspb_heading gspb_heading-id-gsbp-466236d0-ac25\">Case<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-df075655-2335\" id=\"gspb_container-id-gsbp-df075655-2335\">\n<h3 id=\"gspb_heading-id-gsbp-d1d4af1d-e2e9\" class=\"gspb_heading gspb_heading-id-gsbp-d1d4af1d-e2e9\">Efficiency and Precision in Coffee Capsule Packaging<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">Coffee capsule machines have become increasingly popular, providing a variety of coffee blends in disposable capsules. These capsules are often color-coded to indicate their origin, flavor profile, and coffee type. In automated packaging systems, the precise classification and placement of each capsule into designated positions within tray packaging are crucial for ensuring correct contents and maintaining production quality.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-3ad86124-ba09\" id=\"gspb_row-id-gsbp-3ad86124-ba09\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-a37e0265-0c73\" id=\"gspb_col-id-gsbp-a37e0265-0c73\">\n<h2 id=\"gspb_heading-id-gsbp-9c46484e-b839\" class=\"gspb_heading gspb_heading-id-gsbp-9c46484e-b839\">Challenge<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8eecdac8-ac07\" id=\"gspb_container-id-gsbp-8eecdac8-ac07\">\n<h3 id=\"gspb_heading-id-gsbp-58bd962c-ce75\" class=\"gspb_heading gspb_heading-id-gsbp-58bd962c-ce75\">Colored Aluminum Packaging Recognition<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\">The diverse range of coffee capsules often features subtle variations in color that can be difficult to differentiate, even for advanced AI systems. The reflective nature of aluminum packaging creates glare, complicating image recognition and obscuring these distinctions. Traditional rule-based vision systems rely on specific lighting, lenses, and sensors to achieve accurate inspection; however, they often struggle with reflective surfaces and varying environmental conditions, leading to inefficiencies in the packaging inspection process.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-bba6972e-d6a1\" id=\"gspb_row-id-gsbp-bba6972e-d6a1\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-d480d4c9-3bd4\" id=\"gspb_col-id-gsbp-d480d4c9-3bd4\">\n<h2 id=\"gspb_heading-id-gsbp-a6c48e89-bced\" class=\"gspb_heading gspb_heading-id-gsbp-a6c48e89-bced\">Solution<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-176430cc-7a4f\" id=\"gspb_container-id-gsbp-176430cc-7a4f\">\n<h3 id=\"gspb_heading-id-gsbp-36dba046-5566\" class=\"gspb_heading gspb_heading-id-gsbp-36dba046-5566\">Precision AI Inspection with SolVision<\/h3>\n\n\n\n<p class=\"has-medium-font-size eplus-wrapper wp-block-paragraph\"><strong><a href=\"https:\/\/solomon-3d.mesvr.tw\/products\/solvision\/\">SolVision<\/a><\/strong> enhances the classification of coffee capsules in tray packaging through advanced AI-driven inspection. It recognizes both standard and irregular placement patterns, allowing for accurate classification and real-time detection of misaligned capsules. With its presence\/absence detection capability, SolVision ensures that every capsule is accounted for. By utilizing diverse training images, it effectively addresses challenges from reflective aluminum packaging and subtle color variations, ensuring high detection accuracy and consistent product quality.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-02f2f641-7ddd\" id=\"gspb_container-id-gsbp-02f2f641-7ddd\">\n<h4 id=\"gspb_heading-id-gsbp-bb877fe0-1afb\" class=\"gspb_heading gspb_heading-id-gsbp-bb877fe0-1afb\">Coffee Capsule Presence\/Absence Detection<\/h4>\n\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/184189048-600x185.png\" alt=\"Coffee capsule testing case\" title=\"\"><\/figure>\n\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Missing Capsule<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/48917098-600x185.png\" alt=\"Coffee capsule testing case\" title=\"\"><\/figure>\n\n\n\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Incorrect Sequence<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-d42f33aa-ff0f\" id=\"gspb_row-id-gsbp-d42f33aa-ff0f\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-feef3728-2b03\" id=\"gspb_col-id-gsbp-feef3728-2b03\">\n<h2 id=\"gspb_heading-id-gsbp-db4f8a6d-2f77\" class=\"gspb_heading gspb_heading-id-gsbp-db4f8a6d-2f77\">Outcome<\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8c4eb2e6-78ce\" id=\"gspb_container-id-gsbp-8c4eb2e6-78ce\">\n<div class=\"wp-block-greenshift-blocks-iconlist gspb_iconsList gspb_iconsList-id-gsbp-b8944452-67c0\" id=\"gspb_iconsList-id-gsbp-b8944452-67c0\"><div class=\"gspb_iconsList__item\" data-id=\"0\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Improved inspection accuracy for consistent quality<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"1\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Excelled at detecting reflective materials, reducing errors<\/span><\/div><div class=\"gspb_iconsList__item\" data-id=\"2\"><svg class=\"\" style=\"display:inline-block;vertical-align:middle\" width=\"18\" height=\"18\" viewbox=\"0 0 1024 1024\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path style=\"fill:#565D66\" d=\"M871.696 166.932l-526.088 526.088-193.304-193.304c-9.372-9.372-24.568-9.372-33.942 0l-56.568 56.568c-9.372 9.372-9.372 24.568 0 33.942l266.842 266.842c9.372 9.372 24.568 9.372 33.942 0l599.626-599.626c9.372-9.372 9.372-24.568 0-33.942l-56.568-56.568c-9.372-9.372-24.568-9.372-33.94 0z\"><\/path><\/svg><span class=\"gspb_iconsList__item__text\">Streamlined operations with precise sequence identification<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-75397d2a-8a1f\" id=\"gspb_row-id-gsbp-75397d2a-8a1f\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-ad36863e-400e\" id=\"gspb_col-id-gsbp-ad36863e-400e\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>SolVision boosts coffee capsule inspection and classification with AI, ensuring presence\/absence detection while overcoming color and reflective challenges.<\/p>","protected":false},"author":14,"featured_media":63260,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-5f6009ef-2b72{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-5f6009ef-2b72 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-5f6009ef-2b72 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-5f6009ef-2b72{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gspb_text-id-gsbp-fa6ec577-bc74{font-size:20px;text-align:center!important;font-weight:500!important}.gspb_text-id-gsbp-fa6ec577-bc74 .gsap-g-line{text-align:center!important}.gspb_text-id-gsbp-fa6ec577-bc74,.gspb_text-id-gsbp-fa6ec577-bc74 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