Essays about: "Mateusz Buda"

Found 1 essay containing the words Mateusz Buda.

  1. 1. A systematic study of the class imbalance problem in convolutional neural networks

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Mateusz Buda; [2017]
    Keywords : Class Imbalance; Convolutional Neural Networks; Deep Learning; Image Classification;

    Abstract : In this study, we systematically investigate the impact of class imbalance on classification performance of convolutional neural networks and compare frequently used methods to address the issue. Class imbalance refers to significantly different number of examples among classes in a training set. READ MORE