About Image Data Extract Python
Project Overview
Image Data Extract Python is an AI-powered OCR web application designed to extract text from images with high accuracy. The system supports multiple languages including English, Hindi, and Kannada.
OCR Architecture
Our system uses a crash-safe multi-engine approach:
- Tesseract OCR: Primary engine (stable on all platforms, supports English/Hindi/Kannada)
- EasyOCR: Optional AI engine — imported in an isolated subprocess so a crash never kills the Flask app
- PaddleOCR: Optional secondary engine (when installed)
- OpenCV: Image preprocessing and enhancement pipeline
Supported Languages
Technologies Used
Python 3.11+
Flask
Tesseract OCR
EasyOCR (optional)
PaddleOCR (optional)
OpenCV
Pillow
NumPy
HTML5 / CSS3 / JS