{"id":7462,"date":"2024-02-26T13:35:07","date_gmt":"2024-02-26T13:35:07","guid":{"rendered":"https:\/\/noveltybilisim.com.tr\/blog\/?p=7462"},"modified":"2024-02-26T13:35:09","modified_gmt":"2024-02-26T13:35:09","slug":"tarladaki-meyvelerin-gelisimini-yapay-zeka-destegiyle-takip-2","status":"publish","type":"post","link":"http:\/\/noveltybilisim.com.tr\/blog\/tarladaki-meyvelerin-gelisimini-yapay-zeka-destegiyle-takip-2\/","title":{"rendered":"Tarladaki Meyvelerin Geli\u015fimini Yapay Zek\u00e2 Deste\u011fiyle Takip"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7462\" class=\"elementor elementor-7462\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1182ac6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1182ac6\" data-element_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-0b430aa\" data-id=\"0b430aa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4820b9 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a4820b9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Siirt ve Bart\u0131n \u00fcniversitelerindeki akademisyenlerin dan\u0131\u015fmanl\u0131\u011f\u0131nda y\u00fcr\u00fct\u00fclen proje kapsam\u0131nda, tarladaki meyvelerin geli\u015fiminin yapay zeka deste\u011fiyle takip edilece\u011fi yaz\u0131l\u0131m geli\u015ftirildi.<\/p><p>Dron ile toplam 2 bin 223 g\u00f6rsel kullan\u0131larak Siirt&#8217;te nar ve elma, Mersin&#8217;de ise muz ve portakal \u00fczerinde ger\u00e7ekle\u015ftirilen \u00e7al\u0131\u015fmada, meyve olgunla\u015fmas\u0131 ve \u00e7\u00fcr\u00fck te\u015fhisi yap\u0131ld\u0131.\u00a0<\/p><p>\u00c7al\u0131\u015fmada, dron ile \u00e7ekilen g\u00f6rseller bilgisayar yaz\u0131l\u0131m\u0131nda analiz edildi.<\/p><p><b>Tespitin y\u00fcksek do\u011frulukta oldu\u011fu g\u00f6r\u00fcnt\u00fclendi.<\/b><\/p><p>Kullan\u0131lan drondan farkl\u0131 a\u00e7\u0131larda, g\u00fcnlerde ve \u0131\u015f\u0131k \u015fiddetinde bir\u00e7ok veri elde edildi. Elde edilen sonu\u00e7larda meyvelerin olgunla\u015fmas\u0131 ve \u00e7\u00fcr\u00fck tespitinin y\u00fcksek do\u011frulukta oldu\u011fu tespit edildi. Bunun ba\u015fta tar\u0131m olmak \u00fczere farkl\u0131 alanlardaki \u00e7al\u0131\u015fmalara da olanak sa\u011flayaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fclmekte. B\u00f6lgede tar\u0131msal faaliyetlerin yo\u011fun oldu\u011funa ve prototip \u00fcr\u00fcn geli\u015ftirilerek \u00e7ift\u00e7ilerin kullan\u0131m\u0131na sunulabilece\u011fini proje y\u00f6neticileri taraf\u0131ndan dile getirildi.<\/p><p>Ger\u00e7ekle\u015ftirilen proje sayesinde \u00e7ift\u00e7iler trakt\u00f6rlerin, ekipmanlar\u0131n gidemeyece\u011fi yerlerde dron deste\u011fiyle ila\u00e7lama yaparak meyve ve sebzelerin \u00e7\u00fcr\u00fcmesinin ve b\u00f6ceklenmesinin \u00f6n\u00fcne ge\u00e7iyor. \u00c7ift\u00e7iler bu dron sistemini kullanarak meyve ve sebzelerin olgunla\u015fma s\u00fcresini, \u00e7\u00fcr\u00fck ve hastal\u0131klar\u0131 takip edip, ilerleyen s\u00fcre\u00e7te rekolte \u00e7al\u0131\u015fmas\u0131 yapabilecek. Bu ara\u00e7lar\u0131 savunma ve g\u00fcvenlik sanayisinde, orman yang\u0131nlar\u0131nda kullan\u0131ld\u0131\u011f\u0131n\u0131 bilmekle birlikte yapay zek\u00e2 uygulamas\u0131n\u0131 katarak ba\u015fta Siirt olmak \u00fczere b\u00f6lgede \u00e7ift\u00e7ilerin hizmetine sunulacak.<\/p><p>\u00c7al\u0131\u015fma i\u00e7in nar, elma, muz ve portakal se\u00e7ildi, muz ve portakal\u0131n g\u00f6r\u00fcnt\u00fcleri Mersin&#8217;de, elma ve nar\u0131n foto\u011fraf ve g\u00f6r\u00fcnt\u00fclerini ise Siirt&#8217;te \u00e7ekildi. En y\u00fcksek do\u011fruluk ise portakal ve narda g\u00f6r\u00fcnt\u00fclendi\u011fi bildirildi. Ortalama y\u00fczde 97&#8217;nin \u00fczerinde bir ba\u015far\u0131yla olgunla\u015fma ve \u00e7\u00fcr\u00fck tespiti ger\u00e7ekle\u015fti\u011fi bildirildi.<\/p><p>Proje y\u00f6neticileri meyvelerin kalitesini ve verimini art\u0131rmak i\u00e7in projeyi hayata ge\u00e7irdiklerini s\u00f6yledi. Projenin \u00e7ift\u00e7ilere ve i\u015fletmelere b\u00fcy\u00fck katk\u0131 sunaca\u011f\u0131n\u0131 dile getiren Y\u0131ld\u0131r\u0131m, \u015f\u00f6yle dedi: &#8220;Meyveleri tespit edecek \u015fekilde sistem geli\u015ftirdik. Sistemin alg\u0131layabilmesi i\u00e7in veri seti olu\u015fturduk. Veri i\u015flemleri i\u00e7in Siirt ve Mersin&#8217;de foto\u011fraf ve g\u00f6r\u00fcnt\u00fcler \u00e7ektik. Bu veri setini olu\u015ftururken \u00e7ekti\u011fimiz g\u00f6rselleri de kulland\u0131k. Veri setine tan\u0131t\u0131lan g\u00f6rseller ile anl\u0131k \u00e7ekilen meyvelerin g\u00f6rselleri yapay zeka uygulamalar\u0131 kullan\u0131larak de\u011ferlendirilip, olgunla\u015fan meyveler ve \u00e7\u00fcr\u00fck olu\u015fan meyveler tespit edildi. Meyvelerin genel durum tespiti ve rekolte tahmin \u00e7al\u0131\u015fmalar\u0131 a\u011fa\u00e7 yo\u011funlu\u011fu ve meyve \u00e7e\u015fidine g\u00f6re de\u011fi\u015fkenlik g\u00f6stermekte. Bu t\u00fcr projeleri tasarlamaya devam edece\u011fiz.<\/p><p><span style=\"font-size: 16px; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">Kaynak haber i\u00e7in\u00a0<\/span><a style=\"font-size: 16px; font-style: inherit; letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\" href=\"https:\/\/www.haberturk.com\/siirt-haberleri\/33816604-tarladaki-meyvelerin-gelisimini-yapay-zeka-destegiyle-takip\" target=\"_blank\" rel=\"noopener\">BURAYA<\/a><span style=\"font-size: 16px; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">\u00a0t\u0131klay\u0131n\u0131z.<\/span><\/p><p>Daha fazla i\u00e7erik i\u00e7in\u00a0<a href=\"https:\/\/noveltybilisim.com.tr\/blog\/\" target=\"_blank\" rel=\"noopener\">BURAYA<\/a>\u00a0t\u0131klay\u0131n\u0131z.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53fadd6 elementor-widget elementor-widget-spacer\" data-id=\"53fadd6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Y\u00fcr\u00fct\u00fclen proje kapsam\u0131nda, tarladaki meyvelerin geli\u015fiminin yapay zek\u00e2 deste\u011fiyle takip edilece\u011fi yaz\u0131l\u0131m geli\u015ftirildi.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[216],"tags":[189,156,154,185],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - 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