Assignment 5 - Handwritten Digit Recognition

Universidade Federal de Santa Catarina

Repository files

/doc: assignment report
/img: images from the dataset and from the implementation
/src: implementation files
- /data: dataset and trained model (mlp.h5)
- /interface: user interface code (based on https://github.com/dpebly/pyqt-paint)
- /notebook: jupyter notebook with the neural network implementation
- /main.py: main script to run the UI

Use Instructions:

The jupyter notebook uses a Python 3 kernel, dependencies on notebook/requirements.txt
Run the user interface:
- Use Python 2
- Install PyQt4: sudo apt-get install python-qt4
- Install dependencies: pip install -r ui-requirements.txt
- Run script: python main.py

Authors:

Andrei Donati
Ígor Yamamoto
Luis Felipe Pelison