Smart OCR Scanner

Smart OCR Scanner

Smart OCR Scanner is a Python application built with Streamlit and Tesseract OCR that extracts editable text from images quickly and accurately.

Features

Extract text from images using OCR.

Support for English and Arabic languages.

Image preprocessing to improve OCR accuracy.

Grayscale conversion.

Noise removal.

Image sharpening.

Thresholding.

2× image resizing for better recognition.

Image preview and metadata display.

Text statistics (characters, words, and lines).

Download extracted text as a TXT file.

Clean and user-friendly interface.

Technologies Used

Python

Streamlit

OpenCV

Tesseract OCR

Pillow

NumPy

Regular Expressions (Regex)

Ideal Use Cases

Digitizing printed documents.

Extracting text from images.

Processing scanned documents.

Educational and business document automation.

OCR-based data extraction workflows.