[8,6,2],
[9,3,0],
[4,8,1]]
if __name__ == "__main__":
SKELETON = SkelModule.SKELETON
print "Start"
if len(sys.argv) > 1:
skelFolder = sys.argv[1]
else:
skelFolder = ""
skelFolder = "/Users/colin/data/Gestures/jed_11Gest"
skelSetsTrain = SkelModule.getAllSkeletons(skelFolder, normalizeOrientation=0)
# skelSetsTrain = SkelModule.getAllSkeletons("/Users/colin/data/Gestures/11Gestures_9Feb2012", normalizeOrientation=0)
# skelSetsTest = SkelModule.getAllSkeletons(skelFolder, normalizeOrientation=0)
skelSetsTest = SkelModule.getAllSkeletons("/Users/colin/data/Gestures/11Gestures_9Feb2012", normalizeOrientation=0)
# Train on 1, test on 4
if 0:
ml_accuracy = []
for s in range(5):
trainingSetInds = []
for i in range(10):
trainingSetInds.append([GESTURES[i][s]])
g = GestModule.pcaGestureRecognizer(SKELETON, GESTURES)
g.train(skelSetsTrain, trainingSetInds, 'jointsCentered')
tmp = []
