Inovoice extractor
Invoice extractor extract key value pairs from a invoice
Getting Started
Here we have used the East text detection model to detect the texts. after detecting the texts it will go through the tesseract and extract the key values
Prerequisites
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Pytesseract
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Flask
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OpenCV
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PILLOW
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Pdf2img
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EAST text detection model
Installing
pip install requirements.txt
python app.py
Running the tests
The project is showing only 20% accuracy on test set. but it'can be improved by making a custom model for text detection,language support and tweaking the image preprocessing
Deployment
- Deployed on Google compute engine - upload your pdf to test
License
This project is licensed under the MIT License - see the LICENSE.md file for details