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Web-based Shape & MNIST Recognition Deep Learning Application.

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Aksoylu/AI-DRAW

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Web-based Shape Recognition Deep Learning Application

This project basically an interactive neural network project that able to recognize characters from your hand drawings.

You can try working demo from here: AI-DRAW WORKING DEMO

Project show-off animation

Dependencies

You have to install followed libraries with your command line and pip:

  • pip install flask
  • pip install Flask-Cors
  • pip install tensorflow
  • pip install keras
  • pip install numpy
  • pip install pandas
  • pip install opencv-python

How to use ?

  • For training model, run python train.py command on your CLI

  • For predicting images with trained model, run python predict.py command on your CLI

  • There is already a pretrained model exist. So, you can directly start your web app by running python server.py command on your CLI