Duygu Durmuş Özet: Finding matching images across large and unstructured datasets plays an important in many computer vision applications. With the emergence of deep learningbased solutions, various visual tasks such as image retrieval have been successfully addressed. Learning visual similarity is crucial for image matching and retrieval tasks. An alternative deep learning architecture, named capsule networks, enables learning richer information that describes the object without losing the essential spatial relationship between the object and its…