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arabic-handwritten-character-and-digit-recognition's Introduction

Huruf (حروف)

Arabic Handwritten Character and Digit Recognition

Status IDE License UI ML_Framework

A simple webapplication for Arabic Handwritten Character recognition. Users can write Arabic alphabets and digits and improve their handwriting.

Installation

The app is currently hosted in localhost. If we are able to host it on the servers, we will provide the links in sha Allah.

  • At first download the code from Github.

  • Then open the project folder in your Visual Studio Code and open the terminal from VS Code. Then run the following commands into the terminal:

cd local-server
npm install
  • Finally, you can run your server using the following command in the terminal:
npm run server
  • Open your web browser and type
localhost:3232
  • Now you will be able to see the features.

Demonstration

Only for the digit part there was live demonstration. Here you can write the data and it will predict the digits. Digit Recognition Live Demo

demostration

Contributors

Minhaz Kamal

Chowdhury Mohammad Abdullah

Fairuz Shaiara

Features

  • Learn: User can choose to "Learn" in order to rectify and enhace their handwriting. The app gives them a sample of the particular character seeing which the user can practice writing.
  • Test: The user will be promped to write a particular character, without any hint. A verdict will be given by the app as the score of this test.
  • Pronunciation: Pressing the mic incon, user can here the name of the character.

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

Star it if you liked the project. For any kind of feedback reach us through linked in (link added in the contributors part).

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