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Hand Written digits prediction

5.2 CNN model fitted to MNIST data & GUI for predicting own hand written digits (0-9)

Requirements:

Python 3.7.9 64-bit (conda)

How to run:

  1. pip install -r requirements.txt
  2. Run command: python gui.py

How it works:

  1. MNIST data is downloaded via Keras and preprocessed
  2. CNN model is compiled and trained on MNIST data, see cnn.py for details
  3. Once the graphical user interface opens, draw a number between 0-9 using your mouse and click 'Go' and see if it predicts it right :)