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annotate scripts/classify-objects.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
children f527159815ab
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522
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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1 #! /usr/bin/env python
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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2
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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3 import numpy as np
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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4 import sys, argparse
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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5 from cv2 import SVM_RBF, SVM_C_SVC
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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parents:
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6
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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7 import cvutils, moving, ml
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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parents:
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ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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9 parser = argparse.ArgumentParser(description='The program processes indicators for all pairs of road users in the scene')
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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10 parser.add_argument('-d', dest = 'directoryName', help = 'name of the parent directory containing the videos and extracted trajectories to process', required = True)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
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11 #parser.add_argument('--kernel', dest = 'kernelType', help = 'kernel type for the support vector machine (SVM)', default = SVM_RBF, type = long)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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12 #parser.add_argument('--svm', dest = 'svmType', help = 'SVM type', default = SVM_C_SVC, type = long)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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13 #parser.add_argument('-s', dest = 'rescaleSize', help = 'rescale size of image samples', default = 64, type = int)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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14 #parser.add_argument('-o', dest = 'nOrientations', help = 'number of orientations in HoG', default = 9, type = int)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
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15 #parser.add_argument('-p', dest = 'nPixelsPerCell', help = 'number of pixels per cell', default = 8, type = int)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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16 #parser.add_argument('-c', dest = 'nCellsPerBlock', help = 'number of cells per block', default = 2, type = int)
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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17 args = parser.parse_args()
ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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parents:
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ce40a89bd6ae added functions for classification refactored from Sohail s work for TRB/TRC (to be tested)
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19 print('TODO') # add all parameters for classification (distribution parameters)