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.
(This fork is going to be updated only by Virgílio)