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Document Digitization Using Deep Learning: Classification, Preprocessing, and OCR Optimization

Published • Oct 16, 2025
NobleIDNI8P73W46R17S86
Authors:
Menna Hossameldin Mokdam
,
Maram Hossameldin Abdelsadek
,
Mohamed N. Saad

Abstract

This paper introduces an integrated system designed to digitize and analyze scanned documents through a combination of deep learning and optical character recognition (OCR) techniques. The proposed approach utilizes a convolutional neural network (CNN) to classify document types, applies advanced im...

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