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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)

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Multilayer Perceptron to recognize characters

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