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Transformers based OCR-free Document Understanding application with fastapi backend and streamlit frontend

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lucky-verma/SaastIE

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SaasTie

Getting Started

Run the fastapi unicorn server

cd backend
uvicorn main:app --reload --port 6969

Run the streamlit app

cd frontend
streamlit run home.py

TODO

  • Develop REST APIs
  • Create a streamlit app
  • Train a baseline model
  • Train on more data
  • Add more features
  • Define more models
  • Refine visualizations
  • Perform tests
  • Add more documentation
  • Add deployment options

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

Acknowledgements

Authors