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Offline optical character recognition of Farsi and Arabic letters using deep learning and feature extraction (تشخیص حروف فارسی و عربی آفلاین با استفاده از یادگیری عمیق و استخراج ویژگی‌ها)

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Erfaniaa/Persian-OCR

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Persian OCR (تشخیص حروف فارسی)

Offline optical character recognition of Persian letters, using deep learning and feature extraction (for educational programming purposes)

This project was completed in 2010. No special libraries were used in it, so it was good practice for us to learn image processing, computer vision, and convolutional neural networks from scratch in middle school.

Read this document for more details (in Persian).

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ocr1 ocr2 ocr3 ocr4

Development

Open the project using Embarcadero RAD Studio Delphi.

Run

Clone the project and run OCR.exe (on Windows).

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Offline optical character recognition of Farsi and Arabic letters using deep learning and feature extraction (تشخیص حروف فارسی و عربی آفلاین با استفاده از یادگیری عمیق و استخراج ویژگی‌ها)

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