<s> from skimage . feature import local_binary_pattern <EOL> from skimage . feature import hog <EOL> from skimage . io import imread <EOL> from sklearn . externals import joblib <EOL> import argparse as ap <EOL> import glob <EOL> import os <EOL> from config import * <EOL> if __name__ == "<STR_LIT:__main__>" : <EOL> parser = ap . ArgumentParser ( ) <EOL> parser . add_argument ( '<STR_LIT>' , "<STR_LIT>" , help = "<STR_LIT>" , <EOL> required = True ) <EOL> parser . add_argument ( '<STR_LIT>' , "<STR_LIT>" , help = "<STR_LIT>" , <EOL> required = True ) <EOL> parser . add_argument ( '<STR_LIT>' , "<STR_LIT>" , help = "<STR_LIT>" , <EOL> default = "<STR_LIT>" ) <EOL> args = vars ( parser . parse_args ( ) ) <EOL> pos_im_path = args [ "<STR_LIT>" ] <EOL> neg_im_path = args [ "<STR_LIT>" ] <EOL> des_type = args [ "<STR_LIT>" ] <EOL> if not os . path . isdir ( pos_feat_ph ) : <EOL> os . makedirs ( pos_feat_ph ) <EOL> if not os . path . isdir ( neg_feat_ph ) : <EOL> os . makedirs ( neg_feat_ph ) <EOL> print "<STR_LIT>" <EOL> for im_path in glob . glob ( os . path . join ( pos_im_path , "<STR_LIT:*>" ) ) : <EOL> im = imread ( im_path , as_grey = True ) <EOL> if des_type == "<STR_LIT>" : <EOL> fd = hog ( im , orientations , pixels_per_cell , cells_per_block , visualize , normalize ) <EOL> fd_name = os . path . split ( im_path ) [ <NUM_LIT:1> ] . split ( "<STR_LIT:.>" ) [ <NUM_LIT:0> ] + "<STR_LIT>" <EOL> fd_path = os . path . join ( pos_feat_ph , fd_name ) <EOL> joblib . dump ( fd , fd_path ) <EOL> print "<STR_LIT>" . format ( pos_feat_ph ) <EOL> print "<STR_LIT>" <EOL> for im_path in glob . glob ( os . path . join ( neg_im_path , "<STR_LIT:*>" ) ) : <EOL> im = imread ( im_path , as_grey = True ) <EOL> if des_type == "<STR_LIT>" : <EOL> fd = hog ( im , orientations , pixels_per_cell , cells_per_block , visualize , normalize ) <EOL> fd_name = os . path . split ( im_path ) [ <NUM_LIT:1> ] . split ( "<STR_LIT:.>" ) [ <NUM_LIT:0> ] + "<STR_LIT>" <EOL> fd_path = os . path . join ( neg_feat_ph , fd_name ) <EOL> joblib . dump ( fd , fd_path ) <EOL> print "<STR_LIT>" . format ( neg_feat_ph ) <EOL> print "<STR_LIT>" </s>
