Interactive MNIST Paint GUI

This is a PoC of using Keras to build, train, save and put in into production a model. I'm just beginning with Machine Learning so probably this is not the best model.

The interface offers a canvas square to draw numbers in and gives the predicted number within the scores for the rest of numbers.

Requirements installation

• Pyhton 3
• Tkinter: sudo apt install python3-tk
• Tensorflows: https://www.tensorflow.org/install/install_linux
• Keras, Matploitlib, numpy: pip3 install -r requirements.txt

Running

Clone this repository and move there: git clone https://github.com/salvacorts/Keras-MNIST-Paint.git && cd Keras-MNIST-Paint

Run the program: chmod +x main.py && ./main.py

Hacking

Although this project comes with a pre-trained model, modifying and running modules/train.py you can train your own model and tweak this Neural Network.