{"id":90544,"date":"2025-03-05T09:16:44","date_gmt":"2025-03-05T01:16:44","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=90544"},"modified":"2025-03-05T11:11:37","modified_gmt":"2025-03-05T03:11:37","slug":"spiral-yuzeyli-metaller-icin-ai-destekli-hata-tespiti","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/tr\/basari-hikayeleri\/spiral-yuzeyli-metaller-icin-ai-destekli-hata-tespiti\/","title":{"rendered":"Spiral Y\u00fczeyli Metaller \u0130\u00e7in Yapay Zeka Destekli Hata Tespiti"},"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=\"900\" height=\"1200\" class=\"wp-block-cover__image-background wp-image-56327\" alt=\"silver round coin on orange surface\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/cckvawyahos.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/cckvawyahos.jpg 900w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/cckvawyahos-225x300.jpg 225w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/cckvawyahos-768x1024.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-d51e703b-ff95\" class=\"gspb_heading gspb_heading-id-gsbp-d51e703b-ff95\">SolVision<span class=\"gspb_heading_subtitle\">Vaka \u00c7al\u0131\u015fmas\u0131<\/span><\/h2>\n\n\n\n<div class=\"case-category wp-block-columns has-white-color has-text-color 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<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/category\/applications\/defect-detection\/\">Kusur Tespiti<\/a>|<a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/category\/case-studies\/manufacturing\/\">\u00dcretim<\/a>|<a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/category\/case-studies\/metal-processing\/\">Metal \u0130\u015fleme<\/a><\/p>\n<\/div>\n<\/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\">Spiral Y\u00fczeyli Metaller \u0130\u00e7in Yapay Zeka Destekli Hata Tespiti<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"kucuk-metal-parcalarin-denetlenmesi\"><strong><strong>K\u00fc\u00e7\u00fck Metal Par\u00e7alar\u0131n Denetlenmesi<\/strong><\/strong><\/h2>\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-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<h2 class=\"wp-block-heading eplus-wrapper\" id=\"geleneksel-metal-islemeyi-otomatiklestirme\"><strong><strong><strong>Geleneksel Metal \u0130\u015flemeyi Otomatikle\u015ftirme<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Metal i\u015fleme sekt\u00f6r\u00fc, zorlu \u00e7al\u0131\u015fma ortamlar\u0131, artan i\u015f\u00e7ilik maliyetleri, i\u015f g\u00fcc\u00fc eksikli\u011fi ve kaybolan ustal\u0131k gibi bir\u00e7ok \u00f6nemli sorunla kar\u015f\u0131 kar\u015f\u0131ya. S\u00fcregelen ticari anla\u015fmazl\u0131klar ve COVID-19 pandemisinin etkileriyle birlikte, sekt\u00f6r\u00fcn daha y\u00fcksek katma de\u011ferli \u00fcretime ve geli\u015fmi\u015f teknik bilgiye ge\u00e7i\u015f yapmas\u0131 gerekmektedir.<\/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\/2021-06-30_141442-e1627554607152-800x464.jpg\" alt=\"AI defect detection for spiral-surfaced metals\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-d7f236a4-825c\" id=\"gspb_titleBox-id-gsbp-d7f236a4-825c\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"kucuk-metal-parcalarin-denetlenmesi-zor\"><strong><strong>K\u00fc\u00e7\u00fck Metal Par\u00e7alar\u0131n Denetlenmesi Zor<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Spiral y\u00fczeyli metal par\u00e7alar, ta\u015f\u0131nma s\u0131ras\u0131nda \u00e7arp\u0131\u015fmalar veya i\u015fleme s\u0131ras\u0131nda torna b\u0131\u00e7aklar\u0131n\u0131n izleri nedeniyle kolayca zarar g\u00f6rebilir. Silindirik \u015fekilleri nedeniyle hareket etmeye yatk\u0131n olduklar\u0131ndan \u00f6zellikle k\u00fc\u00e7\u00fck boyutlu par\u00e7alar, manip\u00fcle edilmesi zor hale gelir. En iyi ayd\u0131nlatma ko\u015fullar\u0131nda ve uygun ekipmanlarla bile manuel denetim zordur ve ka\u00e7\u0131r\u0131lan hatalar veya yanl\u0131\u015f de\u011ferlendirmeler ka\u00e7\u0131n\u0131lmazd\u0131r.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-0deb1d81-48a5\" id=\"gspb_titleBox-id-gsbp-0deb1d81-48a5\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"ai-destekli-hata-tanima\"><strong><strong>AI Destekli Hata Tan\u0131ma<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">K\u00fc\u00e7\u00fck, spiral y\u00fczeyli metal par\u00e7alar, <a href=\"https:\/\/solomon-3d.mesvr.tw\/tr\/products\/solvision\/\">SolVision<\/a>\u2019un Segmentasyon arac\u0131yla kesik izleri veya \u00e7arp\u0131\u015fma kusurlar\u0131n\u0131 \u00f6rnek g\u00f6r\u00fcnt\u00fclerden \u00f6\u011frenerek AI modeli olu\u015fturabilir. Bu model, k\u00fc\u00e7\u00fck ve zor fark edilen kusurlar\u0131 y\u00fcksek hassasiyetle tespit ederek \u00fcretim kalitesinin genel olarak iyile\u015ftirilmesine katk\u0131 sa\u011flar.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group eplus-wrapper\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color eplus-wrapper\" id=\"yapay-zeka-denetimi\"><strong><strong><strong><strong>Yapay Zeka Denetimi<\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color eplus-wrapper wp-block-paragraph\" style=\"color:#e4002b\"><\/p>\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<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong><strong>Gizli Kusurlar<\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/C002-1.png\" alt=\"Inspecting Small Metal Parts\" title=\"\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Mikro Kusurlar<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/C001-1.png\" alt=\"Inspecting Small Metal Parts\" title=\"\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>G\u00f6lgelerdeki Lekeler<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/C003-1.png\" alt=\"Inspecting Small Metal Parts\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>K\u00fc\u00e7\u00fck, spiral y\u00fczeyli metal par\u00e7alar, SolVision\u2019un Instance Segmentation arac\u0131 kullan\u0131larak kesik izleri veya \u00e7arp\u0131\u015fma kusurlar\u0131n\u0131n farkl\u0131 t\u00fcrlerini \u00f6rnek g\u00f6r\u00fcnt\u00fclerden \u00f6\u011frenebilir ve ard\u0131ndan bu ince kusurlar\u0131 tan\u0131yacak bir AI modeli olu\u015fturulabilir.<\/p>","protected":false},"author":875,"featured_media":20793,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gs-titlebox{background:#fff;line-height:24px;font-size:90%;box-shadow:0 10px 10px #00000007;margin-bottom:25px}.gs-titlebox-text>p{margin-bottom:20px!important;margin-top:0}.gs-titlebox-text>p:last-of-type{margin-bottom:0!important}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox 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.gs-titlebox-text{padding:20px}","footnotes":""},"categories":[3770,3818,3820,3780,3822,3800,3812],"tags":[],"class_list":["post-90544","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-basari-hikayeleri","category-hata-tespiti","category-manufacturing","category-kalite-kontrol","category-metal-processing","category-siniflandirma","category-solvision"],"acf":[],"lang":"tr","translations":{"tr":90544,"en":32244,"es":81625,"tw":32433,"zh":58750,"jp":77563,"pt":86651,"de":88469,"fr":89368,"vi":91674,"th":96932,"it":97831,"ko":95049},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts\/90544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/comments?post=90544"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/posts\/90544\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/media\/20793"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/media?parent=90544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/categories?post=90544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/tr\/wp-json\/wp\/v2\/tags?post=90544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}