diff 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
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scripts/classify-objects.py	Wed Jun 18 23:36:56 2014 -0400
@@ -0,0 +1,19 @@
+#! /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('--kernel', dest = 'kernelType', help = 'kernel type for the support vector machine (SVM)', default = SVM_RBF, type = long)
+#parser.add_argument('--svm', 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)