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comparison scripts/train-object-classification.py @ 522:ce40a89bd6ae

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added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Wed, 18 Jun 2014 23:36:56 -0400
parents 4ad5123d969e
children da1352b89d02
comparison
equal deleted inserted replaced
521:3707eeb20f25 522:ce40a89bd6ae
4 import sys, argparse 4 import sys, argparse
5 from cv2 import SVM_RBF, SVM_C_SVC 5 from cv2 import SVM_RBF, SVM_C_SVC
6 6
7 import cvutils, moving, ml 7 import cvutils, moving, ml
8 8
9
10 # todo update with argparse
11 parser = argparse.ArgumentParser(description='The program processes indicators for all pairs of road users in the scene') 9 parser = argparse.ArgumentParser(description='The program processes indicators for all pairs of road users in the scene')
12 parser.add_argument('-d', dest = 'directoryName', help = 'parent directory name for the directories containing the samples for the different road users', required = True) 10 parser.add_argument('-d', dest = 'directoryName', help = 'parent directory name for the directories containing the samples for the different road users', required = True)
13 parser.add_argument('--kernel', dest = 'kernelType', help = 'kernel type for the support vector machine (SVM)', default = SVM_RBF, type = long) 11 parser.add_argument('--kernel', dest = 'kernelType', help = 'kernel type for the support vector machine (SVM)', default = SVM_RBF, type = long)
14 parser.add_argument('--svm', dest = 'svmType', help = 'SVM type', default = SVM_C_SVC, type = long) 12 parser.add_argument('--svm', dest = 'svmType', help = 'SVM type', default = SVM_C_SVC, type = long)
15 parser.add_argument('-s', dest = 'rescaleSize', help = 'rescale size of image samples', default = 64, type = int) 13 parser.add_argument('-s', dest = 'rescaleSize', help = 'rescale size of image samples', default = 64, type = int)