New algorithm based on deep learning for number recognition

One of the problems in distinguishing numbers written in Ara-bic and in handwriting is the difference in the writing style for each person and the accompanying impurities with Arabic letters which re-quires purification in order to obtain the letters in their correct form. Through the proposed network, we reached accurate results with a very low error rate and high accuracy which distinguishes it from pre-vious methods used to distinguish written numbers.