Reversed Image Detection with Convolutional Neural Networks Evrişimsel Sinir Aǧlari ile Ters Görüntü Tespiti

Cetin F. Z., AMASYALI M. F.

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Türkiye, 15 - 17 Ekim 2020 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/asyu50717.2020.9259899
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

© 2020 IEEE.Automatic image orientation detection is an important image processing problem, although many studies have been done on this subject. In this paper, we used Convolutional Neural Networks(CNN) to detect 0 and 180 oriented images. Each image of the data set we have used contains only one object. Thanks to this, we have demonstrated that the success of the model depends on the image class selected in the training and testing.