Bangla Handwritten Character Recognizer

This is a web app that can recognize bangla handwritten characters. Recognition task is done by using a fine tuned convolutional neural network model.

Click here to see live demo
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Table of Contents

• Technologies
• Screen Capture
• Model Architecture
• How to run this app
• Dataset Source

Technologies

• Tensorflow
• Keras
• Python
• Flask
• HTML
• CSS
• Javascript

Screen Capture

Model Architecture

How to run this app

• Create a project directory in your local machine
• cd to the project directory
• Run the command in your shell to clone the repo or simply download the zip file

$ git clone https://github.com/SaihanTaki/Bangla-Character-Recognition.git
$ cd Bangla-Character-Recognition

• Create a virtual environment
• Activate the virtual environment
• Install the dependency by running the following command

$ pip install -r requirements.txt

• Run the application using the following command

Flask run 

Or

gunicorn --bind 0.0.0.0:5000 app:app

N.B. Flask run will start the application in development mode.

Dataset Source

Ekush Dataset