Browsing by Author "Ortaç, Gizem"
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Baby Face Generation with Generative Adversarial Neural Networks: A Case Study
Ortaç, Gizem; Doğan, Zeliha; Orman, Zeynep; Şamlı, Rüya (2020)Generative Adversarial Networks (GANs) are increasingly applied to train generative models with neural networks, especially in computer vision studies. Since being introduced in 2014, many image generation studies incorporating ... -
A Classification Approach with Machine Learning Methods for Technical Problems of Distance Education: Turkey Example
Yayla, Rıdvan; Yayla, Halime Nur; Ortaç, Gizem; Bilgin, Turgay Tugay (INT COUNCIL OPEN & DISTANCE EDUCATION, 2021)Distance education is an education model in which the lessons can be taught simultaneously using technical material without time and space restrictions. It has gained importance after the Covid-19 pandemic processes and ... -
A COMPARATIVE STUDY FOR HYPERSPECTRAL DATA CLASSIFICATION WITH DEEP LEARNING AND DIMENSIONALITY REDUCTION TECHNIQUES
Ortaç, Gizem; Özcan, Gıyasettin (2018)In recent years, hyperspectral imaging has been a popular subject in the remote sensing community by providing a rich amount of information for each pixel about fields. In general, dimensionality reduction techniques are ... -
Comparative study of hyperspectral image classification by multidimensional Convolutional Neural Network approaches to improve accuracy
Ortaç, Gizem; Ozcan G. (Elsevier Ltd, 2021)This study presents multidimensional deep learning approaches on hyperspectral images. Storing, processing and interpreting hyperspectral data is very difficult due to its complexity and processing load. Consequently, ... -
Performing similarity analysis on organic farming crop data of Turkish Cities
Kaşif, Ahmet; Ortaç, Gizem; Ibis, E.; Bilgin, Turgay Tugay (Institute of Electrical and Electronics Engineers Inc., 2020)Organic crop production is an important technique which can help increase the quality and throughput of food production. In this study, similarity analysis of organic farming crop data of Turkish cities has been performed. ...
