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İlk bölümde yüz verisi toplama, Deepfake Lap yazılımının kurulumu ve kullanımı anlatılırken, ikinci bölümde convert ayarlarını değiştirme, dönüştürme işlemini başlatma ve sonuçları yeni bir film dosyasına aktarma adımları gösterilmektedir. ","Videoda ayrıca deepfake işleminin uzun sürebileceği ve bilgisayarın güçlü donanım gerektirdiği vurgulanmaktadır. Sonuçları daha fazla düzenlemek için lossless plus alpha formatında dönüştürme ve After Effects gibi video editörlerinde düzenleme yapma gibi bonus ipuçları da paylaşılmaktadır. Video sonunda Chris adında bir kişinin deepfake ve görsel efektler konusundaki çalışmaları hakkında bilgi verilmektedir."]},"endTime":713,"title":"Deepfake Yapımı Eğitim Videosu","beginTime":0}],"fullResult":[{"index":0,"title":"MSI P100 Desktop Serisi Tanıtımı","list":{"type":"unordered","items":["Video, MSI'nin yeni masaüstü serisi P100'ü tanıtıyor ve bu bilgisayarın özellikle yaratıcı görevler için tasarlandığını belirtiyor.","MSI'nin yeni Prestige monitörü PS341WU, 5K çözünürlük ve çok renkli bir görüntü sunuyor, bu da 4K videoları tek monitörde düzenlemeyi kolaylaştırıyor.","Videoda ayrıca, MSI P100'ün NVIDIA RTX 2080 Ti GPU'su, 11 GB video belleği ve 64 GB RAM gibi güçlü donanım özellikleri vurgulanıyor."]},"beginTime":0,"endTime":49,"href":"/video/preview/11803351078697036415?parent-reqid=1765260487944883-17079526313783741317-balancer-l7leveler-kubr-yp-sas-168-BAL&text=DEEP%2F%2FFAKE+-+Topic&t=0&ask_summarization=1"},{"index":1,"title":"Deepfake Tekniği ve 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gerektiriyor.","Derin öğrenme işlemi için iyi bir GPU (örneğin NVIDIA RTX 2080 Ti) ve yeterli video belleği (11 GB) gerekiyor.","MSI P100, Intel i9 CPU ve 64 GB RAM gibi güçlü donanım özellikleriyle derin öğrenme işlemlerini destekliyor."]},"beginTime":364,"endTime":471,"href":"/video/preview/11803351078697036415?parent-reqid=1765260487944883-17079526313783741317-balancer-l7leveler-kubr-yp-sas-168-BAL&text=DEEP%2F%2FFAKE+-+Topic&t=364&ask_summarization=1"},{"index":6,"title":"Derin Öğrenme Ayarları ve Sonuç","list":{"type":"unordered","items":["Derin öğrenme için otomatik yedekleme, büyük batch boyutu ve gradient clipping gibi ayarlar yapılmalı.","İyi sonuçlar için en az 150.000 iterasyon yapılması gerekiyor, bu da birkaç gün sürebilir.","Eğitim işlemi tamamlandıktan sonra, aynı eğitim yöntemi kullanılarak veriler 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