def Part1():
# values = [100, 200, 500, 1000]
values = [100]
for v in values:
print "Points: " + str(v)
#optical flow and motion direction histogram calculation
# mdh_all = OM.createMotionDirectionHistograms('GroundTruth.csv', 'videos/oberstdorf08small.mp4', v, False, False)
# FileIO.save_histograms_to_file('mdh_8_' + str(v) + '.csv', mdh_all)
# print "Histograms created."
# #svm training and predicting
mdh_compl = FileIO.read_histograms_from_file('mdh_8_' + str(v) + '.csv')
accuracy, ITERATIONS, NF = SVM.svm_accuracy(mdh_compl)
print "average accuracy: " + str(accuracy/ITERATIONS/NF)
