{"id":71068,"date":"2023-11-02T00:00:00","date_gmt":"2023-11-01T21:00:00","guid":{"rendered":"https:\/\/corludahaber.com\/h\/universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji\/71068"},"modified":"2023-11-03T01:30:29","modified_gmt":"2023-11-02T22:30:29","slug":"universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji","status":"publish","type":"post","link":"https:\/\/corludahaber.com\/h\/universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji\/71068","title":{"rendered":"\u00dcniversite \u00f6\u011frencileri yapay zeka ile insans\u0131z kara arac\u0131 geli\u015ftirdi | Teknoloji"},"content":{"rendered":"<div class=\"corlu-icerikten-once_3\" id=\"corlu-3108520144\"><script type='text\/javascript' src='https:\/\/platform-api.sharethis.com\/js\/sharethis.js#property=5ce8cf08af7d000012cb0ca1&product=inline-reaction-buttons' async='async'><\/script>\r\n\r\n<\/div><div readability=\"66.798919567827\"><span class=\"category-name hidden\"><\/span><\/p>\n<p>ER\u00dc M\u00fchendislik Fak\u00fcltesi \u00f6\u011frencileri, TEKNOFEST yar\u0131\u015fmalar\u0131 kapsam\u0131nda bir\u00e7ok proje geli\u015ftirdi. Bu kapsamda fak\u00fcltede \u00f6\u011frenim g\u00f6ren 15 ki\u015filik &#8216;ARF Tak\u0131m\u0131&#8217; \u00fcyeleri, tar\u0131m arazilerinde \u00e7ift\u00e7ilerin i\u015fini kolayla\u015ft\u0131rmak i\u00e7in\u00a0insans\u0131z kara arac\u0131 geli\u015ftirdi. Geli\u015ftirilen kara arac\u0131 ile birlikte tar\u0131m arazilerinde havadan yap\u0131lan ila\u00e7lama y\u00f6nteminde y\u00fczde 80-90 oran\u0131nda azalma meydana geldi. Sadece zararl\u0131 bitkilerin ila\u00e7land\u0131\u011f\u0131 y\u00f6ntemde <a class=\"inline-keyword from-service\" href=\"https:\/\/www.dha.com.tr\/haberleri\/yapay-zeka\" target=\"_blank\" rel=\"noopener\">yapay zeka<\/a> modellemesi ile \u00fcr\u00fcnlerin do\u011fall\u0131\u011f\u0131n\u0131n korunmas\u0131na da katk\u0131 sa\u011fland\u0131. Erciyes \u00dcniversitesi M\u00fchendislik Fak\u00fcltesi Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc akademisyeni ve ADA Research Group kurucusu Dr. \u00d6\u011fretim \u00dcyesi Tayyip \u00d6zcan, &#8220;Tar\u0131msal insans\u0131z kara arac\u0131nda kameradan ald\u0131\u011f\u0131m\u0131z g\u00f6r\u00fcnt\u00fcleri yapay zeka modelleri ile daha \u00f6nceden e\u011fitti\u011fimiz kendi k\u00fct\u00fcphanelerimizi olu\u015fturdu\u011fumuz modellere ileterek \u00e7\u0131kt\u0131lar elde edece\u011fiz. Anomaliler tespit edece\u011fiz. Tar\u0131msal insans\u0131z kara arac\u0131n\u0131n hedef anomalisi zararl\u0131 bitkilerdir. Zararl\u0131 bitkileri tespit etmek ve arac\u0131n otonom s\u00fcr\u00fc\u015f\u00fcn\u00fc sa\u011flamak g\u00f6revin ba\u015far\u0131 ile tamamlanmas\u0131n\u0131 sa\u011fl\u0131yor. Bizim de hedefimiz bu olacak&#8221; ifadelerini kulland\u0131.<\/p>\n<figure class=\"rhd-article-news-img-wrapper\">\n<div class=\"rhd-relative-container\"><a class=\"rhd-article-news-img-link nd-article__content-link\" href=\"javascript:;\" data-origin-url=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/0x0\/65436d3b50acca7f4c509019.jpg\" data-google-interstitial=\"false\" rel=\"nofollow\"><img decoding=\"async\" src=\"https:\/\/corludahaber.com\/h\/wp-content\/uploads\/2023\/11\/universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji_6544230110c30-jpeg.webp\" data-src=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/770x0\/65436d3b50acca7f4c509019.jpg\" alt=\"\u00dcniversite \u00f6\u011frencileri yapay zeka ile insans\u0131z kara arac\u0131 geli\u015ftirdi\" class=\"lazyload \" data-inline-image=\"true\"><\/a><\/div><figcaption class=\"rhd-article-news-img-caption\"><\/figcaption><\/figure>\n<\/p>\n<p><strong>\u2018DAHA DO\u011eAL VE VER\u0130ML\u0130 \u00dcR\u00dcNLER ORTAYA \u00c7IKMI\u015e OLACAK\u2019<\/strong><\/p>\n<p>Yapay zekan\u0131n tar\u0131m alan\u0131nda s\u0131kl\u0131kla kullan\u0131lmaya ba\u015flayaca\u011f\u0131n\u0131 da belirten \u00d6zcan, &#8220;Tar\u0131m 5.0 ile birlikte yapay zeka, tar\u0131m alan\u0131nda kullan\u0131lacak. Bir kere bizim arac\u0131m\u0131z\u0131n en \u00f6nemli avantaj\u0131 bu. T\u00fcm bitkileri ila\u00e7lamaktansa, zararl\u0131 bitkileri tespit edip sadece onun k\u00f6k\u00fcne p\u00fcsk\u00fcrtme y\u00f6ntemi ile onu yok edecek. Bu da y\u00fczde 80 ile 90 aras\u0131nda di\u011fer bitkilerin ila\u00e7lanmas\u0131n\u0131 ve do\u011fall\u0131\u011f\u0131n\u0131 kaybetmesini engellemi\u015f olacak. Daha do\u011fal ve verimli \u00fcr\u00fcnler ortaya \u00e7\u0131km\u0131\u015f olacak. \u0130nsans\u0131z hava ara\u00e7lar\u0131 da kullan\u0131l\u0131yor ama havadan t\u00fcm alan\u0131 ila\u00e7l\u0131yor. \u0130nsan\u0131z kara ara\u00e7lar\u0131 ile belli lokasyonlara ve sadece zararl\u0131 bitkinin k\u00f6k\u00fcne bir p\u00fcsk\u00fcrtme yapacak \u015fekilde daha spesifik hedefleri olmu\u015f olacak. Bu \u015fekilde yap\u0131lan ila\u00e7lama ile birlikte ila\u00e7lamada y\u00fczde 80-90 oran\u0131nda azalma olacak. Topra\u011f\u0131n ve \u00fcr\u00fcn\u00fcn kirlenmesinin \u00f6n\u00fcne ge\u00e7ece\u011fiz. \u0130la\u00e7 dedi\u011fimiz \u015fey bir zehirdir. Bu zehri minimuma indirmek en temel hedefimiz&#8221; diye konu\u015ftu.<\/p>\n<figure class=\"rhd-article-news-img-wrapper\">\n<div class=\"rhd-relative-container\"><a class=\"rhd-article-news-img-link nd-article__content-link\" href=\"javascript:;\" data-origin-url=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/0x0\/65436d3b50acca7c309b0008.jpg\" data-google-interstitial=\"false\" rel=\"nofollow\"><img decoding=\"async\" src=\"https:\/\/corludahaber.com\/h\/wp-content\/uploads\/2023\/11\/universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji_654423020f8d9-jpeg.webp\" data-src=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/770x0\/65436d3b50acca7c309b0008.jpg\" alt=\"\u00dcniversite \u00f6\u011frencileri yapay zeka ile insans\u0131z kara arac\u0131 geli\u015ftirdi\" class=\"lazyload \" data-inline-image=\"true\"><\/a><\/div><figcaption class=\"rhd-article-news-img-caption\"><\/figcaption><\/figure>\n<\/p>\n<p><strong>&#8217;15 K\u0130\u015e\u0130L\u0130K B\u0130R EK\u0130B\u0130Z&#8217;<\/strong><\/p>\n<p>ARF tak\u0131m\u0131 kaptan\u0131 \u0130brahim Ate\u015f ise &#8220;Tar\u0131msal kara arac\u0131m\u0131z\u0131n amac\u0131, bitkileri tespit edip yok etmek. 15 ki\u015filik bir ekibiz. G\u00fcnde 2-3 saat \u00e7al\u0131\u015f\u0131yoruz. Yar\u0131\u015fmaya yak\u0131n zamanlarda da sabahlara kadar \u00e7al\u0131\u015fmalar yap\u0131yoruz. Gen\u00e7ler, bir \u015feylerin ucundan tutsun. Hi\u00e7bir \u015fey bilmiyorum demesinler. Bo\u015f durmas\u0131nlar&#8221; dedi.<\/p>\n<figure class=\"rhd-article-news-img-wrapper\">\n<div class=\"rhd-relative-container\"><a class=\"rhd-article-news-img-link nd-article__content-link\" href=\"javascript:;\" data-origin-url=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/0x0\/65436d3b50acca5d8c7c486f.jpg\" data-google-interstitial=\"false\" rel=\"nofollow\"><img decoding=\"async\" src=\"https:\/\/corludahaber.com\/h\/wp-content\/uploads\/2023\/11\/universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji_654423040ecc2-jpeg.webp\" data-src=\"https:\/\/image.dha.com.tr\/i\/dha\/75\/770x0\/65436d3b50acca5d8c7c486f.jpg\" alt=\"\u00dcniversite \u00f6\u011frencileri yapay zeka ile insans\u0131z kara arac\u0131 geli\u015ftirdi\" class=\"lazyload \" data-inline-image=\"true\"><\/a><\/div><figcaption class=\"rhd-article-news-img-caption\"><\/figcaption><\/figure>\n<\/p>\n<p><strong>&#8216;HEDEF\u0130M\u0130Z 20 K\u0130LOMETREDEN KONTROL EDEB\u0130LMEK&#8217;<\/strong><\/p>\n<p>Tak\u0131mda yaz\u0131l\u0131mc\u0131 olarak \u00e7al\u0131\u015fan ER\u00dc M\u00fchendislik Fak\u00fcltesi 3&#8217;\u00fcnc\u00fc s\u0131n\u0131f \u00f6\u011frencisi Fatih Alperen Bolat ise \u015f\u00f6yle konu\u015ftu:<\/p>\n<p>&#8220;Yaz\u0131l\u0131m i\u00e7inde kulland\u0131\u011f\u0131m\u0131z Jetson nano geli\u015ftirme kartlar\u0131 sayesinde ara\u00e7lar\u0131m\u0131z\u0131 1 kilometreye kadar uzaktan kontrol edebiliyoruz. Bununla birlikte i\u00e7inde python program\u0131 dili kullan\u0131yoruz. Socket haberle\u015fme sistemi sayesinde ara\u00e7lar ile yer istasyonu aras\u0131nda ba\u011flant\u0131 sa\u011fl\u0131yoruz. Tarlada i\u015f yaparken bize kolayl\u0131k sa\u011fl\u0131yor. Bu seneki hedefimiz 10 ya da 20 kilometreden kontrol edilecek \u015fekilde mesafeyi y\u00fckseltmek istiyoruz.&#8221;<\/p>\n<\/div>\n<div class=\"corlu-icerikten-sonra_3\" id=\"corlu-3159428465\"><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.corludahaber.com\/bahcesehir.jpg\" alt=\"\" width=\"624\" height=\"196\" \/><\/p>\n<table style=\"text-align: left; width: 100%;\" border=\"1\" cellspacing=\"2\" cellpadding=\"2\">\n<tbody>\n<tr>\n<td style=\"background-color: #050805;\"><span style=\"font-size: 12pt;\"><small><small><em><strong><big><span style=\"color: #ff0000;\">Haber ve resimlerin telif haklar\u0131ndan dolay\u0131 kullan\u0131m\u0131 yasakt\u0131r<span style=\"color: #000000;\">.<\/span><\/span><span style=\"color: #000000;\">\u00a0<\/span><span style=\"color: #ffffff;\">Yaz\u0131l\u0131 izni al\u0131nmadan hi\u00e7bir yaz\u0131l\u0131, g\u00f6rsel, i\u015fitsel i\u00e7erik kopyalanamaz, de\u011fi\u015ftirilemez, yay\u0131nlanamaz veya sat\u0131lamaz. Aksi halde<\/span>\u00a0<span style=\"color: #ff0000;\">5846<span style=\"color: #ffffff;\">\u00a0<\/span><\/span><span style=\"color: #ffffff;\">say\u0131l\u0131 Fikir ve Sanat Eserleri Kanunu\u2019na ve<\/span>\u00a0<span style=\"color: #800000;\"><span style=\"color: #ff0000;\">6102<\/span><span style=\"color: #ffffff;\">\u00a0<\/span><\/span><span style=\"color: #ffffff;\">say\u0131l\u0131 maddesine g\u00f6re<\/span>\u00a0<span style=\"color: #ff0000;\">gerekli i\u015flemler uygulanacakt\u0131r.<\/span><br \/>\n<span style=\"color: #ffffff;\">\u00a9 Copyright 2014<\/span><\/big><\/strong><\/em><\/small><\/small><\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><small><small>\u00a0<\/small><\/small><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>ER\u00dc M\u00fchendislik Fak\u00fcltesi \u00f6\u011frencileri, TEKNOFEST yar\u0131\u015fmalar\u0131 kapsam\u0131nda bir\u00e7ok proje geli\u015ftirdi. Bu kapsamda fak\u00fcltede \u00f6\u011frenim g\u00f6ren 15 ki\u015filik &#8216;ARF Tak\u0131m\u0131&#8217; \u00fcyeleri, tar\u0131m arazilerinde \u00e7ift\u00e7ilerin i\u015fini kolayla\u015ft\u0131rmak i\u00e7in\u00a0insans\u0131z kara arac\u0131 geli\u015ftirdi. Geli\u015ftirilen kara arac\u0131 ile birlikte tar\u0131m arazilerinde havadan yap\u0131lan ila\u00e7lama y\u00f6nteminde y\u00fczde 80-90 oran\u0131nda azalma meydana geldi. Sadece zararl\u0131 bitkilerin ila\u00e7land\u0131\u011f\u0131 y\u00f6ntemde yapay zeka modellemesi ile &hellip;<\/p>\n","protected":false},"author":151,"featured_media":71069,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6665],"tags":[2248,7979,7978,2640,1028,6605,7977,6872],"class_list":["post-71068","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-araci","tag-gelistirdi","tag-insansiz","tag-ogrencileri","tag-teknoloji","tag-universite","tag-universite-ogrencileri-yapay-zeka-ile-insansiz-kara-araci-gelistirdi-teknoloji","tag-yapay"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.3 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00dcniversite \u00f6\u011frencileri yapay zeka ile insans\u0131z kara arac\u0131 geli\u015ftirdi | Teknoloji | \u00c7orlu&#039;da 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