Humpback whale ındentification with convolutional neural networks

• Main Author: Can, Duygu
• Other Authors: Arslan, Şuayb Ş.
• Format: Other/Unknown Material
• Language: English
• Published: MEF Üniversitesi, Fen Bilimleri Enstitüsü 2018
• Subjects: Convolutional Neural Networks (CNN); Humpback Whale; Artificial Neural Networks (ANN); Image Classification; Photo-identification; ResNET; Evrişimli Sinir Ağları (ESA); Kambur Balina; Yapay Sinir Ağları (YSA); Görüntü Sınıflandırma; Foto-tanımlama; Balina; Kambur; Nesli
• Online Access: https://hdl.handle.net/20.500.11779/1171

The migration patterns of humpback whales are tracked with conventional photoidentification techniques for decades. The distinct markings on whale flukes serve as unique fingerprints for these creatures. This study aims to identify humpback whales according to their fluke images using ResNET, a deep...