Mercurial Hosting > traffic-intelligence
view scripts/classify-objects.py @ 529:f527159815ab
work on script
author | Nicolas Saunier <nicolas.saunier@polymtl.ca> |
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date | Wed, 25 Jun 2014 17:50:18 -0400 |
parents | ce40a89bd6ae |
children | 95276d310972 |
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#! /usr/bin/env python import numpy as np import sys, argparse from cv2 import SVM_RBF, SVM_C_SVC import cvutils, moving, ml parser = argparse.ArgumentParser(description='The program processes indicators for all pairs of road users in the scene') parser.add_argument('-d', dest = 'directoryName', help = 'name of the parent directory containing the videos and extracted trajectories to process', required = True) parser.add_argument('-o', dest = 'homographyFilename', help = 'name of the image to world homography file') # need a classification config file for speed distribution parameters, svm models, frequency parameters, area parameters etc #parser.add_argument('--cfg', dest = 'svmType', help = 'SVM type', default = SVM_C_SVC, type = long) #parser.add_argument('-s', dest = 'rescaleSize', help = 'rescale size of image samples', default = 64, type = int) #parser.add_argument('-o', dest = 'nOrientations', help = 'number of orientations in HoG', default = 9, type = int) #parser.add_argument('-p', dest = 'nPixelsPerCell', help = 'number of pixels per cell', default = 8, type = int) #parser.add_argument('-c', dest = 'nCellsPerBlock', help = 'number of cells per block', default = 2, type = int) args = parser.parse_args() print('TODO') # add all parameters for classification (distribution parameters)