Now showing items 1-2 of 2

    • Source classification in deep radio surveys using machine learning techniques 

      Hosenie, Zafiirah Banon (North-West University, 2018)
      Until now radio galaxies have primarily been classified using the human neural system. The Square Kilometre Array (SKA) will, however, produce a very large amount of science data, extending into the multiple-petabyte range. ...
    • Stride and translation invariance in CNNs 

      Mouton, Coenraad; Myburgh, Johannes C.; Davel, Marelie H. (Southern African Conference for Artificial Intelligence Research, 2020)
      Convolutional Neural Networks have become the standard for image classification tasks, however, these architectures are not invariant to translations of the input image. This lack of invariance is attributed to the use of ...