Sökning: "Felix Lundh"

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  1. 1. Hyperparameters relationship to the test accuracy of a convolutional neural network

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Felix Lundh; Oscar Barta; [2021]
    Nyckelord :Machine learning; image classification; hyperparameter; convolutional neural network; grid search; Bayesian optimization; cifar-10;

    Sammanfattning : Machine learning for image classification is a hot topic and it is increasing in popularity. Therefore the aim of this study is to provide a better understanding of convolutional neural network hyperparameters by comparing the test accuracy of convolutional neural network models with different hyperparameter value configurations. LÄS MER