Browsing Sivas Cumhuriyet Üniversitesi Teknoloji Fakültesi by Author "b47ee351-3b7f-4bf4-9c11-6a9b2385f7f7"
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Automatic classification of volcanic rocks from thin section images using transfer learning networks
Polat, Özlem; Polat, Ali; Ekici, Taner (2021)In this study, efficient deep transfer learning models are proposed to classify six types of volcanic rocks, and this paper has a novelty in classifying volcanic rock types for the first time using thin section images. ... -
Classification of plutonic rock types using thin section images with deep transfer learning
Polat, Özlem; Polat, Ali; Ekici, Taner (2021)Classification of rocks is one of the basic parts of geological research and is a difficult task due to the heterogeneous properties of rocks. This process is time consuming and requires sufficiently knowledgeable and ...