Basics of Machine Learning
Dr. Paweł Morkisz
The program is trained using MNIST dataset to predict handwritten digits. There is a GUI for users to draw their own digits using a mouse. The program can predict digits that users draw using their mouse. It can also be used to predict digits in images if they are provided as an input.
Digit Recognition:
-evaluateModel.py ->To evaluate model.h5.
-model.h5 ->Model created in saveModel.py
-saveModel.py ->Preprocess the data and creates te model
-predictGUI.py ->GUI to predict handwritten digits
Report.pdf: ->Pdf of the report
To use the application, simply run predictGUI.py.
Python 3.8, Pycharm Community Edition 2020.2.3
python -m pip install keras tensorflow Pillow opencv-python
You don't have to run saveModel.py to create a model because model.h5 is already included in the repository. If you wish to create a new model on you computer, you can run saveModel.py and a new model will be created.
