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The importance of the dataset is as follows: 1- The first work ever to establish a balanced dataset for the sixth issue of the Saudi Arabian currency banknote denominations. 2- The dataset contains images for the banknote denominations (images dataset) and the tabular data generated using deep learning (tabular dataset). 3- It is the first scientific work that uses shallow machine learning and deep learning models to create good-performing models for classifying the sixth issue of the Saudi Arabian currency without coding, which enables researchers and those interested in various fields to develop machine learning applications to classify the sixth issue of the Saudi Arabian currency, especially in mobile phones or in microcontrollers, to inspire Internet of Things (IoT) and Tiny machine learning (Tiny ML) applications like currency identification, automatic counting and sorting of banknotes, and fake currency detection. |
