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