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

2. Run command -> python run_experiments.py