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A safer way to organize your handwritten medical prescriptions with the functionality of blockchain.

License: MIT License

Jupyter Notebook 25.78% HTML 60.72% Python 13.50%
blockchain flask-application handwritten-text-recognition mysql trocr

medilink's Introduction

MediLink

Project Description ๐Ÿ“‹

The objective of this project is to develop a web application to:

  • Perform text extraction from handwritten text extraction
  • Save the data/transaction to blockchain
  • Integrate database connectivity to maintain the integrity of blockchain

To achieve this goal, we have

  • Fine-tuned the existing TrOCR model on a custom dataset containing the medical prescriptions.
  • Used flask framework to handle the backend operations.
  • Ensured login,register and logout functionality with the help of mysql connectivity using python.
  • Created two modules, one for mysql connectivity and one to add blockchain functionality to the APIs.
  • Lastly, we also got thorough with the interface of Postman which we used for API testing.

Overall, our project delivers a strong integrated logic along with a decent frontend interface for a better experience.

Working Module

image

Web-app Interface

Login-Register Page

Home Page and Upload Page

Access Page

medilink's People

Contributors

prakharjadaun avatar prakratisingh avatar sanidhyajadaun avatar

Stargazers

Vladislav Sorokin avatar

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