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Characterizing Surfaces

This repo contains documentation & code for my work with computer vision

#Local Binary Patterns

##Directory Structure /source
   /source/local_binary_pattern.py
   /source/paths.py
/training_images
   /training_images/unclimbable
   /training_images/climbable
/testing_images

Dependencies

  • opencv 3.0
  • numpy
  • scikit-learn
  • scikit-image

Usage

  1. Modify run_experiments.py to one of these options
  • main_lbp_svm
  • main_lbp_chisquared
  • main_pst_svm
  1. Run command -> python run_experiments.py