Transfer Learning Utilization for Banknote Recognition: a Comparative Study Based on Bosnian Currency
Abstract
Transfer learning introduces the ability to perform deep learning models over a small set of data. This paper investigates the utilization of three fine-tuned Convolutional Neural Networks (CNNs), namely, Alexnet, Googlenet, and Vgg16. Alexnet and Googlenet consider as the state-of-the-art models in deep learning, while Vgg16 preference due to its depth. Each model was fine-tuned, trained, and tested over a dataset contains Bosnian Banknotes...
Paper Details
Title
Transfer Learning Utilization for Banknote Recognition: a Comparative Study Based on Bosnian Currency
Published Date
Apr 27, 2019
Volume
8
Issue
1
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