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OCR Text Extraction App

A Python-based OCR application that extracts text from images using OpenCV and Tesseract.
Includes both CLI script and Streamlit web app.


Features

  • Deep Learning OCR using EasyOCR
  • Bounding box visualization of detected text
  • Streamlit web interface
  • Download extracted text
  • Command-line OCR (Tesseract)
  • Image preprocessing

Tech Stack

  • Python
  • OpenCV
  • EasyOCR
  • PyTorch
  • Streamlit
  • Pillow
  • Tesseract OCR (optional classical pipeline)

Future Improvements

  • PDF OCR
  • Auto-rotation / deskew
  • Handwritten text recognition
  • Text classification
  • Online deployment

Installation

pip install -r requirements.txt

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