Digit-Guesser-Neural-Network

This program allows the user to draw a number on the screen and the program predicts the digit drawn using a neural network model.

This program is my version for solving the MNIST Digit data set also focusing on the reproducibility and the scalability of the model.

Created a GUI using pygame that allows user to draw a number on the screen and uses the created model to predict the number in real time.

Accuracy of the model --> 95.7%

Requirements

• Python 3.7 or below
• Pygame
• TKinter
• Tensroflow
• Keras
• Numpy
• Matplotlib

On your terminal run command pip install -r requirements.txt to install all requirements or just run python install_requirements.py