Deep learning

Detection of fish freshness using artificial intelligence methods
Fish is commonly acknowledged as a highly nutritious food in many regions worldwide, and humans have been consuming fish for centuries …
Elham Tahsin Yasin, Ilker Ali Ozkan, Murat Köklü
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Identification of Chicken Eimeria Species from Microscopic Images by Using Convolutional Neural Network Method
Eimeria is a parasite that lives in the intestinal, bile duct, and liver tissues of various domestic animals such as rabbits, chickens, …
Zeki Kucukkara, Ilker Ali Ozkan, Şakir Taşdemir
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A CNN-SVM study based on selected deep features for grapevine leaves classification
The main product of grapevines is grapes that are consumed fresh or processed. In addition, grapevine leaves are harvested once a year …
Murat Köklü, M. Fahri Unlersen, Ilker Ali Ozkan, M. Fatih Aslan, Kadir Sabanci
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Classification and Analysis of Pistachio Species with Pre-Trained Deep Learning Models
Pistachio is a shelled fruit from the anacardiaceae family. The homeland of pistachio is the Middle East. The Kirmizi pistachios and …
Dilbag Singh, Yavuz Selim Taspinar, Ramazan Kursun, Ilkay Cinar, Murat Köklü, Ilker Ali Ozkan, Heung-No Lee
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