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Browsing Mühendislik Fakültesi by Subject "Data Augmentation"

Browsing Mühendislik Fakültesi by Subject "Data Augmentation"

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  • Automated Classification of Rheumatoid Arthritis, Osteoarthritis, and Normal Hand Radiographs with Deep Learning Methods 
    Üreten, Kemal; Maraş, Hadi Hakan (2022-04)
    Rheumatoid arthritis and hand osteoarthritis are two different arthritis that causes pain, function limitation, and permanent joint damage in the hands. Plain hand radiographs are the most commonly used imaging methods for ...
  • Distribution-preserving data augmentation 
    Saran, Nurdan Ayşe; Saran, Murat; Nar, Fatih (2021-05-27)
    In the last decade, deep learning has been applied in a wide range of problems with tremendous success. This success mainly comes from large data availability, increased computational power, and theoretical improvements ...
  • Perlin random erasing for data augmentation 
    Saran, Murat; Nar, Fatih; Saran, Ayse Nurdan (2021-06-09)
    In the last decade, Deep Learning is applied in a wide range of problems with tremendous success. Large data, increased computational resources, and theoretical improvements are main reasons for this success. As the dataset ...