Inzamam Mashood Nasir1, Muhammad Attique Khan1,*, Majed Alhaisoni2, Tanzila Saba3, Amjad Rehman3, Tassawar Iqbal4
CMES-Computer Modeling in Engineering & Sciences, Vol.124, No.3, pp. 1017-1033, 2020, DOI:10.32604/cmes.2020.010943
Abstract Comic character detection is becoming an exciting and growing
research area in the domain of machine learning. In this regard, recently, many
methods are proposed to provide adequate performance. However, most of these
methods utilized the custom datasets, containing a few hundred images and fewer
classes, to evaluate the performances of their models without comparing it, with
some standard datasets. This article takes advantage of utilizing a standard publicly dataset taken from a competition, and proposes a generic data balancing
technique for imbalanced dataset to enhance and enable the in-depth training of
the CNN. In addition, to classify the superheroes… More >
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