Due to the variety of human handwritten styles, the handwritten character recognition system faces some challenges. The authors of the paper (Arabic Handwritten Characters Recognition using Convolutional Neural Network) I built my work on it, introduce a suggested model for the handwritten Arabic character recognition problem using Convolution Neural Network (CNN). They trained their network on a dataset contains 16800 examples of hand written Arabic characters and it gave them an accuracy of 94.9% on testing data.
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