multilayer-perceptron

Multilayer Perceptron to recognize characters using:

• Cross Validation to train the neural network
• Python 3 as programming language
• HOG and LBP as image descriptors (from Scikit-Image package)
• PyPlot as image plotter (from MatPlotLib package)
• SQLite to store the image descriptors

Before running the program

• Install Python 3, then:
  
• pip install -r requirements.txt (we recommend you to use virtualenv)

To run the program:

• Set parameters on src/parameters.py
• Read instructions at src/run.py
• python3 src/run.py

Authors:

Laura Castro Vieira
Rafael Bortman
Virgílio Fernandes Jr.