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Konuşmacı, Türkiye'de insansız araçların yaygınlaşması için çalışan bir şirketin temsilcisidir.","Sunum, drone teknolojisinin gelişim sürecini, temel özelliklerini ve kullanım alanlarını kapsamlı şekilde ele almaktadır. İçerikte drone türleri, uçuş kategorileri, enerji kullanımı, taşıyabilme kapasitesi ve altyapı kısıtlamaları gibi teknik bilgiler sunulmaktadır. Ayrıca tarım, şehir yönetimi, depo yönetimi, inşaat, güvenlik, medya, sigortacılık, telekomünikasyon ve madencilik gibi farklı sektörlerdeki uygulamalar detaylandırılmaktadır.","Sunumda drone teknolojisinin gelecekteki potansiyeli, 5G teknolojisinin drone kullanımına sağlayacağı avantajlar ve yapay zeka entegrasyonu gibi konular da ele alınmaktadır. Ayrıca drone pilotluğu, sistem mühendisliği, drone bakımı gibi meslek dalları ve bunların maaş seviyeleri hakkında bilgiler verilmektedir. Video, soru-cevap bölümüyle sonlanmaktadır."]},"endTime":5310,"title":"Drone Teknolojisi ve Uygulamaları Hakkında Kapsamlı Sunum","beginTime":0}],"fullResult":[{"index":0,"title":"Droneların Teknolojik Özellikleri","list":{"type":"unordered","items":["Dronelar gelişmiş işlemciler, güçlü iletişim için radyo sinyalleri ve otonom kapasiteleriyle teknoloji harikası aletlerdir.","Dronelar hayatımızda sıkça görülmeye başlamış olup, lojistik, uzaktan algılama ve veri toplama gibi alanlarda kullanılmaktadır."]},"beginTime":0,"endTime":48,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=0&ask_summarization=1"},{"index":1,"title":"Huma'nın Misyonu ve Drone Teknolojisi","list":{"type":"unordered","items":["Huma, 2,5 sene önce kurulmuş olup temel misyonu Türkiye'de insansız araçların daha yaygın kullanılabilmesi için teknolojiler geliştirmektir.","Drone üretiminde yazılım kısmı çok kıymetli olup, önümüzdeki yıllarda yazılım tarafında hızlı bir gelişim olacağı öngörülüyor.","Drone teknolojisi sadece kendi içerisinde değil, insanla birleştiğinde anlamlı bir teknoloji haline gelmektedir."]},"beginTime":48,"endTime":121,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=48&ask_summarization=1"},{"index":2,"title":"Drone Kullanım Alanları","list":{"type":"unordered","items":["Huma şu anda üç ayrı alanda faaliyet gösteriyor: tarım, şehir yönetimi ve depo yönetimi.","Tarımda drone, çiftçilere elle tutulabilir faydalar sağlayabilmeye başlamıştır.","Şehir yönetimi alanında yerel idareler, belediyeler, valilikler ve emniyet birimleri veri toplama ve takip konularında drone kullanmaya başlamıştır.","Depo yönetimi alanında drone, RFID, barkod, QR kod tanıyarak stok sayımları yaparak akıllı depo sistemi oluşturuyor."]},"beginTime":121,"endTime":207,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=121&ask_summarization=1"},{"index":3,"title":"Eğitim Faaliyetleri","list":{"type":"unordered","items":["Huma, Sivil Havacılık Genel Müdürlüğü'nün yetkisiyle Türkiye'nin 45'ten fazla ilinde eğitim düzenlemiş ve 2000'den fazla mezun yetiştirmiştir.","Eğitimler sadece drone kullanma ehliyeti vermek değil, insanları bu konuyla ilgili ticari vizyon kazandırmayı amaçlamaktadır.","Eğitimlerde teoriden simülasyon pratiğine kadar geniş bir yelpaze bulunmakta ve tamamen Sivil Havacılık tarafından onaylanmış lisanslar verilmektedir."]},"beginTime":207,"endTime":295,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=207&ask_summarization=1"},{"index":4,"title":"İnsansız Hava Aracı Tanımı","list":{"type":"unordered","items":["İnsansız hava araçları yaklaşık 10 sene önce tam anlamıyla piyasaya çıktı ve savunma sanayinden sadece kamera olan uçan cihazlardan uçan robotlara dönüşmeye başladı.","Havada hareket etmek kolay bir iş değil, uçak mühendisliği kendi içinde çok derin bir branştır.","İnsansız hava aracı (IHA) en önemli özelliği pilotun içinde olmaması, motor gücüyle çalışması ve uzaktan kumandalı olmasıdır.","Drone teknolojisi henüz üç-beş senedir günlük hayatımıza girebilmeye başlamış olup, 100 sene önceki otomobillere benzetilebilir."]},"beginTime":295,"endTime":515,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=295&ask_summarization=1"},{"index":5,"title":"İlk Otomobillerin Kısıtlamaları","list":{"type":"unordered","items":["İlk otomobillerin icat edilmesi, atlarla birlikte kullanılan bir teknoloji harikasıydı.","İlk arabalar en fazla 30-40 kilometre gidebiliyor, 1-2 beygir gücünde motorları vardı ve en yüksek hızları 30 kilometre.","Arabalar atlarla paylaştığı yolda 10 kilometreden daha hızlı gitmesi yasak olduğu için, 1920'lerden önce hız limiti 10 kilometre seviyesindeydi."]},"beginTime":522,"endTime":577,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=522&ask_summarization=1"},{"index":6,"title":"Dronların Mevcut Kısıtlamaları","list":{"type":"unordered","items":["Dronlar şu anda 100 yıl önceki arabalar gibi teknolojik kısıtlamalara sahip, özellikle enerji kullanımı açısından.","Bir dronun pil gücü yirmi ile kırk dakika arasında ve üzerindeki faydalı yük taşıdığı şeyler henüz çok kısıtlı.","Dronlarla bağlantı radyo frekansı üzerinden sağlanıyor, bu bağlantı kopabilir veya zayıflayabilir, özellikle jammerli ortamlarda."]},"beginTime":577,"endTime":669,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=577&ask_summarization=1"},{"index":7,"title":"Dron Altyapısı ve Hukuku","list":{"type":"unordered","items":["Dronların altyapısı ve hukuku henüz eksik, ancak gelişmeler hızla devam ediyor.","Amerika, Hollanda, İngiltere gibi ülkelerde insansız hava aracı test alanları kurulmuş durumda.","Drone kontrolü için benzeri altyapılar kuruluyor ve tahminen 3-5 sene içinde tam fonksiyonel hale gelecek."]},"beginTime":669,"endTime":701,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=669&ask_summarization=1"},{"index":8,"title":"Dronların Hava Sahası Sorunu","list":{"type":"unordered","items":["Dronlar diğer hava taşıtları ile aynı hava sahasını paylaşıyor, bu da hukuki komplikasyonlar yaratıyor.","Uçaklar ve helikopterler çok büyük ve can taşıyan, yüz milyonlarca dolarlık aletler olduğu için dronların hava sahasını işgal etmesi sorun yaratıyor.","Amerika ve Türkiye gibi ülkelerde ulusal havacılık birlikleri ve sivil havacılık genel müdürlükleri, hava sahalarını dronelara uygun hale getirmek için çalışıyor."]},"beginTime":701,"endTime":789,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=701&ask_summarization=1"},{"index":9,"title":"Bilgisayarların Tarihçesi","list":{"type":"unordered","items":["1990'ların kişisel bilgisayarları (PC) başlangıçta masaüstü adı verilen, gerçek masayı taklit eden cihazlardı.","Bilgisayarlar zamanla işlemcileri hızlandı, malzemeleri hafifledi ve internetin ortaya çıkmasıyla iletişim ve iş üreten cihazlara dönüştü.","Bilgisayarlar masaüstüden taşınabilir bilgisayarlara, cep bilgisayarlarına ve akıllı telefonlara evrildi."]},"beginTime":791,"endTime":861,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=791&ask_summarization=1"},{"index":10,"title":"Teknolojinin Hayatımızı Değiştirmesi","list":{"type":"unordered","items":["Teknoloji, daha önce aklımızda olmayan faydalar sağladı, örneğin adres tarif etmek yerine konum paylaşmak.","Akıllı telefonlar yemek resimlerini çekip paylaşmak gibi yeni ihtiyaçlar doğurdu.","Cep telefonlarının klavyelerinin kaybolacağı 2006 yılında bile tahmin edilemeyen bir durumdu."]},"beginTime":861,"endTime":956,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=861&ask_summarization=1"},{"index":11,"title":"Drone Teknolojisinin Gelişimi","list":{"type":"unordered","items":["Drone'lar artık taklit aşamasını geçerek iş üretmeye başlamış durumda.","Drone'lar insansız hava aracı olarak insansız araçlar kategorisinde yer alıyor.","Insansız araçlar, içinde şoförü olmayan, kaptanı olmayan, pilotu olmayan her türlü araca verilen genel isimdir."]},"beginTime":956,"endTime":1017,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=956&ask_summarization=1"},{"index":12,"title":"Insansız Araçların Özellikleri","list":{"type":"unordered","items":["Farklı ortamlarda hareket eden insansız araçların kullandığı algoritmalar, uzaktan kumanda sistemleri ve temel mantığı aynıdır.","Günümüzde hem uçabilen hem suyun altına inebilen drone'lar ve karada gidebilen uçabilen araçlar geliştirilmektedir.","Drone'lar teknik olarak \"insansız hava aracı sistemi\" olarak adlandırılır çünkü drone kendi başına değil, uzaktan kumanda ve iletişim bağlantısı gibi yan birimlerle birlikte çalışır."]},"beginTime":1017,"endTime":1160,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1017&ask_summarization=1"},{"index":13,"title":"Drone Türleri ve Özellikleri","list":{"type":"unordered","items":["Sabit kanatlı drone'lar uzun mesafe kat etme yeteneği yüksek olup, havanın kaldırma kuvvetinden faydalanarak uzun uçuşlar yapabilirler.","Döner kanatlı (pervaneli) drone'lar havada asılı kalabilme yeteneğine sahiptir ve bu sayede hassas çalışmalar yapabilirler.","Vito (dikey kalkış iniş) yeteneğine sahip kanatlı cihazlar, özellikle lojistik amaçlı paket taşımacılığında avantaj sağlar ve fiyatları 10-15 bin Euro'dan başlar."]},"beginTime":1168,"endTime":1355,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1168&ask_summarization=1"},{"index":14,"title":"Drone Uçuş Kategorileri","list":{"type":"unordered","items":["Sivil havacılık, drone'ları ağırlıklarına göre IHA 1, 2, 3 olarak dört kategoriye ayırır.","BLOS (görüş alanı dışında) drone uçuşları dünyanın her yerinde yasaktır çünkü kontrol bağlantısındaki kopma durumunda drone tehlikeli hale gelir.","IHA 0 kategorisinde, drone görüş alanı içerisinde 500 metre yarıçap ve 120 metre yükseklikte uçurulabilir."]},"beginTime":1355,"endTime":1510,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1355&ask_summarization=1"},{"index":15,"title":"Drone Uçuş İzni ve Kullanım Alanları","list":{"type":"unordered","items":["IHA 2-3 kategorilerinde, uzun mesafe uçuş yapabilen kanatlı drone'lar için pilot eğitimi ve uçuş kulesinden izin almak gerekir.","Bakü-Ceyhan boru hattı gibi uzun boru hattlarının güvenliği için kanatlı drone'lar kullanılmaktadır.","Konuşmacının anlatacağı kullanım alanlarının çoğu, görüş alanı içerisinde yapılan uygulamalara odaklanacaktır çünkü bu uygulamalar erişimi kolaydır ve özel lisans gerektirmez."]},"beginTime":1510,"endTime":1609,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1510&ask_summarization=1"},{"index":16,"title":"Dronların Otonom Fonksiyonları","list":{"type":"unordered","items":["Dronlar, 100 metreden aşağıda çalışmak zorunda olup, bu kurallar Türkiye'de ve uluslararası düzeyde geçerli.","Dronların en önemli özelliği otonom uçuş yapabilmesidir; pilot sadece kontrol etmek için kısa süre kullanırken, drone programlanan rotada otomatik olarak uçuş yapar.","Dronların ticari değeri, otonom fonksiyonlarında ön plana çıkar; hobi amaçlı kullanımın aksine, gerçek değer bu otomatik özelliklerde yatmaktadır."]},"beginTime":1615,"endTime":1713,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1615&ask_summarization=1"},{"index":17,"title":"Dronların Otomasyon Seviyeleri","list":{"type":"unordered","items":["Otomasyon üç safhaya ayrılır: pasif otomasyon, limitli otomasyon ve tam otomasyon.","Pasif otomasyonda drone'a belirli komutlar verilir, örneğin yükseklik sınırı aşıldığında otomatik olarak inmesi sağlanır.","Limitli otomasyonda drone daha sofistike işler yapabilir, örneğin kendi çıkardığı haritalarda görevleri gerçekleştirebilir."]},"beginTime":1713,"endTime":1840,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1713&ask_summarization=1"},{"index":18,"title":"Dronların Endüstriyel Kullanım Alanları","list":{"type":"unordered","items":["Dronların en fazla endüstriyel kullanımı altyapı inşaatlarında olup, yol inşaatları için hassas ölçümlemeler yapabilir.","Tarım sektöründe drone'lar çiftçilere anında veri sunar, ilaçlama, gübreleme ve sulama gibi işlemlerde kullanılır.","Güvenlik, medya, sigortacılık ve telekomünikasyon gibi alanlarda da drone'lar yaygın kullanılmaktadır."]},"beginTime":1840,"endTime":2148,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=1840&ask_summarization=1"},{"index":19,"title":"Dronların Madencilik ve Meslek Alanları","list":{"type":"unordered","items":["Madencilik sektöründe drone'lar hafriyat miktarını ölçer ve yeraltını tarayan GPR (Ground Penetrating Radar) cihazlarıyla önemli bilgiler sağlar.","Drone ile ilgili meslek dalları gelişmektedir; drone bakımı ve üretimi yapan uzmanlar yüksek maaşlar kazanmaktadır.","Görüntü analisti, faydalı yük operatörü gibi yeni meslek kategorileri oluşmuştur."]},"beginTime":2148,"endTime":2322,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2148&ask_summarization=1"},{"index":20,"title":"Drone Pilotluğu ve Uzmanlık Alanları","list":{"type":"unordered","items":["Drone'lara fonksiyon yüklendikçe uzmanlık alanlarında sayı artmaya başlayacak, drone pilotluğu hala kıymetli bir meslek.","Endüstriyel drone'lardan bahsedildiğinde 5-10 bin dolardan başlayıp 150-200 bin dolara kadar çıkan cihazlar söz konusu.","Sistem mühendisliği ve drone uzmanlığı, hem iş süreçlerini hem de drone'lara hakim olan danışmanlık olarak tanımlanıyor."]},"beginTime":2327,"endTime":2423,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2327&ask_summarization=1"},{"index":21,"title":"Drone Uzmanlarının Önemi","list":{"type":"unordered","items":["Hem işte uzman hem de drone'a hakim olan kişiler ciddi rakamlar kazanıyor ve iş süreçlerine drone dahil etmek isteyen kurumlarda kolaylıkla iş bulabiliyorlar.","Drone'lardan bahsedilen uygulamalar arasında depoda ölçüm yapan, maden sahalarında ölçümler yapan ve inşaat sahalarında bilgi modellemesi yapan drone'lardan bahsediliyor."]},"beginTime":2423,"endTime":2469,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2423&ask_summarization=1"},{"index":22,"title":"Drone Seçimi İçin Öneriler","list":{"type":"unordered","items":["Hangi drone alınması gerektiği sorusuna önce \"ne iş yapıyorsunuz?\" sorulması gerekiyor, drone her işi yapmıyor.","Drone'un faydalı olduğu yerler var, pek katma değer sağlamadığı alanlar da bulunuyor.","Yapılan işe göre havadan katkı varsa drone faydalı olabilir, örneğin kum hacmini ölçmek için havadan algılama daha sağlıklı."]},"beginTime":2469,"endTime":2539,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2469&ask_summarization=1"},{"index":23,"title":"Drone Seçiminde Dikkat Edilmesi Gerekenler","list":{"type":"unordered","items":["Yapılan iş için hangi faydalı yüke veya sensöre ihtiyaç duyulacağı tespit edilmeli.","Sensörleri ve faydalı yükü taşıyacak drone tipi işe göre değişiyor, tarlada spreyleme işlemi için büyük bir alet, dar alanda çalışmak için Phantom modeli daha uygun.","Drone'un kendisi tek başına çok anlamlı değil, üzerindeki ekipmanlar esas maliyeti oluşturuyor."]},"beginTime":2539,"endTime":2608,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2539&ask_summarization=1"},{"index":24,"title":"Tarımda Drone Kullanımı","list":{"type":"unordered","items":["Tarımda uzaktan algılama işlemi çok popüler, drone'lardan tarlada uçuşlar yapılarak detaylı veriler toplanabiliyor.","Drone kalkıp tarlanın üzerinde otonom uçuş yaparak fotoğraf çekiyor ve bu fotoğraflar bilgisayarda ortofoto olarak işleniyor.","Ortografoda her piksel bir koordinata tekabül ediyor, bu sayede tarladaki her ağacın yerini santimetre hassasiyetinde tespit edebiliyorsunuz."]},"beginTime":2608,"endTime":2688,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2608&ask_summarization=1"},{"index":25,"title":"Tarımda Drone Veri Analizi","list":{"type":"unordered","items":["Drone çekimleri bilgisayara girildiğinde akıllı analizler yaptırılabiliyor, örneğin ağaçların sayılması ve durumlarının değerlendirilmesi.","Büyük alanlarda günler alacak ağaç sayma işlemi drone ile yarım saat gibi bir sürede yapılabiliyor.","Drone görüntülerinden nokta bulutu oluşturulabiliyor, bu üç boyutlu veriler çok değişik analizler yapmanıza izin veriyor."]},"beginTime":2688,"endTime":2799,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2688&ask_summarization=1"},{"index":26,"title":"Drone Teknolojisinin Gelişimi","list":{"type":"unordered","items":["Dronelar gittikçe daha fazla güçleniyor, yeni fonksiyonlar kazanıyor ve fiyatları hızla düşüyor; örneğin iki sene önce 10-15 bin dolar olan bir drone bugün 4-5 bin dolar karşılığında satın alınabiliyor.","Drone sektörünü heyecanlandıran en önemli gelişme 5G teknolojisinin gelişmesi; bu sayede dronelar merkezle ve birbirleriyle iletişim kurarak gökyüzünde bir internet ağı oluşturabiliyor.","5G bağlantısı sayesinde drone, tarlanın üzerinde uçarken verileri gerçek zamanlı olarak buluta aktarabiliyor ve pilot yere inmeden verileri ele geçirebiliyor."]},"beginTime":2810,"endTime":2937,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2810&ask_summarization=1"},{"index":27,"title":"Drone Uygulamaları","list":{"type":"unordered","items":["Golf sahalarının otomasyonu için drone kullanılarak geniş alanlarda gerçek zamanlı veri toplanabiliyor ve sorumlular anında müdahale edebiliyor.","Belediyeler için yol durumu izleme, itfaiye birimleri için yangın bildirimlerinin doğrulanması gibi alanlarda drone uygulamaları geliştiriliyor.","İtfaiye birimleri, drone sayesinde şikayet alanını kontrol edebiliyor, yangın varsa itfaiye aracının en kısa rota bilgisi verilebiliyor."]},"beginTime":2937,"endTime":3056,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=2937&ask_summarization=1"},{"index":28,"title":"Sensörlerin Önemi","list":{"type":"unordered","items":["Drone'ları robot yapan şey sensörlerdir; sensörler çevreyi algılayarak drone'ların nerede olduğunu ve ne yapabileceğini belirliyor.","Phantom serisi drone'ların ilk modellerinde sadece 2-3 sensör vardı, ancak şu anda Phantom 4 modellerinde her tarafında sensörler bulunuyor.","Yeni dronelar kuş yaklaştığında veya ağaca çarpacakken kendilerini durdurabiliyor, bazı modeller insanları takip edebiliyor."]},"beginTime":3056,"endTime":3138,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3056&ask_summarization=1"},{"index":29,"title":"Özel Sensörler ve Faydalı Yükler","list":{"type":"unordered","items":["Maden sahalarında magnetometreli ve kimyevi sensörlü drone'lar kullanılarak dehizlerin içinde kimyevi veriler toplanabiliyor.","Drone'lar faydalı yük taşıyabiliyor; örneğin defibrilatör taşıyan drone'lar kalp krizi geçiren kişileri ambulans gelene kadar yardım edebiliyor.","Lojistik sektöründe Google, Amazon, UPS ve DHL gibi büyük şirketler drone'larla insansız taşıma sistemleri geliştirmeye çalışıyor."]},"beginTime":3138,"endTime":3258,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3138&ask_summarization=1"},{"index":30,"title":"Drone Kullanıcısının Önemi","list":{"type":"unordered","items":["Drone'ların en önemli parçası kullanıcıdır; drone ne kadar akıllı ve sensörlü olsa bile kullanıcı ne istediğini bilmiyorsa katma değer sağlayamaz.","Drone operatörü, pilot, programlayan kişi veya faydalı yükü kontrol eden sahadaki insan olabilir.","Drone ile çalışan insanın cihazın nasıl çalıştığına ve özelliklerine hakim olması gerekiyor, aksi takdirde cihazın verimli kullanılması mümkün olmaz."]},"beginTime":3258,"endTime":3306,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3258&ask_summarization=1"},{"index":31,"title":"Drone Kullanımında Dikkat Edilmesi Gerekenler","list":{"type":"unordered","items":["Drone kullanırken basit bir hata bile cihazın düşmesine neden olabilir ve düştüğünde çöp olabilir veya tamir edilmesi çok maliyetli olabilir.","İyi bir drone operatörü, yaptığı her işi not alan ve detaylı bir şekilde çalışan biridir çünkü drone'lar en ufak hataları kaldıramaz.","Drone kullanırken paniklememek ve iron kontrolü korumak çok önemlidir, aksi takdirde istenmeyen sonuçlar doğabilir."]},"beginTime":3314,"endTime":3391,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3314&ask_summarization=1"},{"index":32,"title":"21. Yüzyıl ve Drone Çağının Gelişimi","list":{"type":"unordered","items":["20. yüzyıl büyük ölçekli teknolojilerin (dev askerlik, tarım makinaları, vinçler) olduğu bir dönemken, 21. yüzyıl küçük ve erişilebilir teknolojilerin çağıdır.","Tarım sektöründe, büyük tarlalar için milyonlarca euro değerinde dev aletler yerine, on bin- yirmi bin euro değerindeki drone'lar tercih edilmektedir.","Lojistikte drone'lar son kilometre dağıtımında görev alıyor, inşaat sektöründe Boeing 500 kilogram ağırlık kaldırabilen drone'lar geliştirmiştir."]},"beginTime":3391,"endTime":3515,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3391&ask_summarization=1"},{"index":33,"title":"Drone'ların Geleceği ve Türkiye'deki Durum","list":{"type":"unordered","items":["21. yüzyıl \"drone çağı\" olarak adlandırılmakta ve bu teknoloji hayat alışkanlıklarımızı değiştirecek kullanımlar sunacaktır.","Drone kontrolü gelecekte uzaktan yapılabilir, örneğin Alaska'da oturan biri Türkiye'deki bir drone'u kontrol edebilir.","Çin'de bazı inşaatların operatörleri drone'ları inşaat sahasından değil, merkezlerden kontrol ederken, Amerikan savunma sanayinin kullandığı drone'ların pilotları Afganistan, İran, Irak'ın üstünde uçurulmasına rağmen Amerika'da oturur."]},"beginTime":3515,"endTime":3588,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3515&ask_summarization=1"},{"index":34,"title":"Türkiye'de Drone Teknolojisine Yaklaşım","list":{"type":"unordered","items":["Türkiye'de drone teknolojisini yakından takip etmek ve hakim olmak gerekir, aksi takdirde teknolojiyi kavrayan diğer ülkeler bu sektörü ele geçirebilir.","Türkiye'de drone ile iş yapmak isteyenler, teknolojiyi kavrayan ve iyi kullanan yabancı iş gücünden yararlanmak zorunda kalabilir.","Huma adlı platform, ticari drone kullanımına dair haberler, videolar, fotoğraflar ve bültenler sunarak sektördeki gelişmeleri takip etmeyi kolaylaştırıyor."]},"beginTime":3588,"endTime":3734,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3588&ask_summarization=1"},{"index":35,"title":"Drone'ların Lojistik ve Kimyasal Sensör Kullanımları","list":{"type":"unordered","items":["Amazon drone'ları lojistik için kullanmak için FAA'dan izin almaya çalışıyor ancak henüz bu izinler verilmemiştir.","Amerika'da UPS, tıbbi malzeme taşıma için drone kullanımına izin almıştır.","Kimyasal sensörler drone'larla kullanılarak hava kirliliği ölçümü yapılabilir, örneğin Riva'da su kirliliği tespiti için kullanılmıştır."]},"beginTime":3734,"endTime":3869,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3734&ask_summarization=1"},{"index":36,"title":"Tarımda Drone Verilerinin Analizi","list":{"type":"unordered","items":["DJI'nin Terra adlı programı, DJI dronelarla toplanan verileri işleyebilir.","Pix4D adlı program tarımsal verilerin sık kullanılan bir analiz aracıdır.","JohnDeploy.com adlı site, tarımsal verileri yükleyerek NDVI, NDRE, NDWI gibi farklı algoritmalarla analiz edebilir ve bulut tabanında aylık abonelik ücretleriyle hizmet sunar."]},"beginTime":3869,"endTime":3955,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3869&ask_summarization=1"},{"index":37,"title":"Drone'ların Şehirlerde Kullanımı","list":{"type":"unordered","items":["Akıllı şehirler için araçları algılama konusu yapılabilecek bir şeydir ancak ticari olarak ne kadar uygulanabilir olup olmadığı belirsizdir.","Şehirler sürekli değişen hareketli yerlerdir ve drone'lar genellikle belirli noktalarda kullanılmaktadır.","Şehirlerin üstüne serbest uçan drone'lar çok pahalı bir operasyon haline dönüşür, bu nedenle çoklu drone kullanımı için beş G entegrasyonu kritik önem taşır."]},"beginTime":3970,"endTime":4046,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=3970&ask_summarization=1"},{"index":38,"title":"Drone'lar ve Yapay Zeka","list":{"type":"unordered","items":["Şu anda drone'ların üzerinde yapay zeka yoktur, sadece tanımlanmış algoritmalar bulunmaktadır.","Yapay zeka, drone'ların topladığı verilerin analizinde çok önemli bir rol oynar.","Derin öğrenme ile drone'lar topladığı verileri analiz edebilir, örneğin kayısı tarlasındaki ağaçları sayabilir."]},"beginTime":4046,"endTime":4222,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=4046&ask_summarization=1"},{"index":39,"title":"Drone'ların Maliyeti ve Bakımı","list":{"type":"unordered","items":["Drone'lar elektrikli cihazlar olsa da parçaları ömürlüdür, özellikle pilin yaklaşık 200-300 şarj ömrü vardır.","Günlük yoğun kullanım durumunda pil 2 ay içinde ömrünü tamamlayabilir ve drone'un en pahalı parçalarından biridir.","Kaza, pervaneler ve ESC kontrollerinin bakımı, kalibrasyon işlemleri de ek maliyet oluşturur."]},"beginTime":4222,"endTime":4298,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=4222&ask_summarization=1"},{"index":40,"title":"Drone'ların Ticari Kullanımı","list":{"type":"unordered","items":["Şu anda en popüler drone işi uzaktan algılama ve özellikle haritacılık alanında çok fazla drone pilotuna talep vardır.","Türkiye'de uydu görüntülerinden faydalanamadığı için drone'larla haritalama, topografya ve 3D modelleme işleri daha ucuz ve değerlidir.","Drone ile 3D modelleme, belediyelerin Avrupa Birliği fonlarına başvurusu için gerekli belgeleri hazırlamada kullanılır."]},"beginTime":4298,"endTime":4405,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=4298&ask_summarization=1"},{"index":41,"title":"Savunma Alanında Drone'lar","list":{"type":"unordered","items":["Savunma sanayinde drone'lar farklı bir seviyede kullanılmaktadır, özellikle sabit kanatlı büyük cihazlar ön plandadır.","Savunma alanındaki drone'lar genellikle keşif amaçlı kullanılmakta, birlik ilerlerken ilerisinde ne var onu görmek için.","Antidrone teknolojileri hızla gelişmekte, polis ve jandarma için izinsiz uçuşları engellemek üzere cihazlar geliştirilmiştir."]},"beginTime":4405,"endTime":4498,"href":"/video/preview/4706440237337827310?channelId=d3d3LnlvdXR1YmUuY29tO1VDVDhma25MMDNoUllPbkUtb3FZQ3pMZw%3D%3D&how=tm&parent-reqid=1752831097346533-10231617241594530606-balancer-l7leveler-kubr-yp-vla-174-BAL&text=Humatrcom&t=4405&ask_summarization=1"},{"index":42,"title":"Drone Seçimi ve Hava Şartları","list":{"type":"unordered","items":["DJI Phantom Pro versiyon 2, gelişmiş kameralarla donatılmış ancak rüzgarlı havalarda savrulabilir ve uçuşu sonlandırılabilir.","Inspire 2, Phantom'un üst klasmanı olup daha büyük, daha rüzgar direncine sahip ve yaklaşık 30 km/saat hıza ulaşabilir.","Daha büyük aletlere gitmek isteyenler için matris seviyesine geçiş gerekir, ancak bunlar endüstriyel kullanım için 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