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%
- 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