Mercurial > hg > nsaunier > traffic-intelligence
comparison scripts/classify-objects.py @ 522:ce40a89bd6ae
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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| 521:3707eeb20f25 | 522:ce40a89bd6ae |
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| 1 #! /usr/bin/env python | |
| 2 | |
| 3 import numpy as np | |
| 4 import sys, argparse | |
| 5 from cv2 import SVM_RBF, SVM_C_SVC | |
| 6 | |
| 7 import cvutils, moving, ml | |
| 8 | |
| 9 parser = argparse.ArgumentParser(description='The program processes indicators for all pairs of road users in the scene') | |
| 10 parser.add_argument('-d', dest = 'directoryName', help = 'name of the parent directory containing the videos and extracted trajectories to process', required = True) | |
| 11 #parser.add_argument('--kernel', dest = 'kernelType', help = 'kernel type for the support vector machine (SVM)', default = SVM_RBF, type = long) | |
| 12 #parser.add_argument('--svm', dest = 'svmType', help = 'SVM type', default = SVM_C_SVC, type = long) | |
| 13 #parser.add_argument('-s', dest = 'rescaleSize', help = 'rescale size of image samples', default = 64, type = int) | |
| 14 #parser.add_argument('-o', dest = 'nOrientations', help = 'number of orientations in HoG', default = 9, type = int) | |
| 15 #parser.add_argument('-p', dest = 'nPixelsPerCell', help = 'number of pixels per cell', default = 8, type = int) | |
| 16 #parser.add_argument('-c', dest = 'nCellsPerBlock', help = 'number of cells per block', default = 2, type = int) | |
| 17 args = parser.parse_args() | |
| 18 | |
| 19 print('TODO') # add all parameters for classification (distribution parameters) |