filchy / digit_recognition_gui

Handwritten digit recognition GUI in Python.

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.