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76 GitHub - filchy/digit_recognition_gui: Handwritten digit recognition GUI in Python.
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Handwritten digit recognition GUI

Handwritten digit recognition GUI in Python composed of three parts.

Process

  • Train models
  • Start application
Train models
  • python filchy_model.py
  • python mobilenet_model.py
  • python vgg16_model.py
Run app
  • python main.py
Results
  • Trained models
  • Started application

Dependencies

  • python 3.5 >=
  • cv2
  • tensorflow
  • numpy
  • pyqt5

Results

Main menu

Test 1

Test 2

Test 3

Info

This project was used for SPA (Students Professional Activities). I was trying to explain by this simple app how Convolutional neural networks work. I used 3 models of which one was created by me (filchy model). This model was placed 60th out of 1300th contestants in the competition.

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