New algorithm based on deep learning for number recognition

被引:0
|
作者
Mustafa, Maha Ammar [1 ]
Hadi, Lemya Abd Alameer [2 ]
Abdulrahman, Asma Abdulelah [1 ]
机构
[1] Univ Technol Baghdad, Branch Math & Comp Applicat, Dept Appl Sci, Baghdad, Iraq
[2] Univ Technol Baghdad, Dept Commun Engn, Baghdad, Iraq
来源
INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE | 2023年 / 18卷 / 03期
关键词
Convolutional Neural Network (CNN); neural network; accuracy; number recognition; FACE DETECTION;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
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.
引用
收藏
页码:429 / 438
页数:10
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