Aksoylu / AI-DRAW

Web-based Shape & MNIST Recognition Deep Learning Application.

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

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