Digit Recognition App

A desktop application that will try to guess what number the user has drawn. Using PyQt5 for the GUI, pillow and numpy for image processing and my own neural network written in numpy. On MNIST test data, the accuracy is 84.18%.

Requirements

• Python
• PyQt5
• PIL
• numpy
• scipy

Using

1. Run main.py
2. Draw some digit on the black field
3. Press Check button and the neural network will try to guess your digit
4. Press Clear button to clear the field