def simulate(input):
chdir('/home/sarath/My_PRojects/gesture')
print "Succesfully changed directory"
try:
net=cPickle.load(open('net.net','r'))
except:
print 'Unable to open file net.net'
exit()
print 'Succesfully opened file net.net'
shape=shape_dict()
in_put=[]
for i in input:
in_put.extend(i)
try:
out=tuple(net.sim([in_put])[0])
except:
print 'simulation error'
return
out=list(out)
print 'out as list'
print out
for i in range(4):
if i == out.index(max(out)):
out[i]=1
else:
out[i]=0
out=out.index(1)
print out
if out == shape['T'].index(1):
gesture="Triangle"
elif out == shape['R'].index(1):
gesture = 'Rectangle'
elif out == shape['L'].index(1):
gesture = 'Line'
elif out == shape['C'].index(1):
gesture = 'circle'
else :
gesture='not defined'
out="notify-send 'the figure is %s '" % (gesture)
print out
system(out)
def simulate(input):
chdir('/home/sarath/My_PRojects/gesture')
print "Succesfully changed directory"
try:
net = cPickle.load(open('net.net', 'r'))
except:
print 'Unable to open file net.net'
exit()
print 'Succesfully opened file net.net'
shape = shape_dict()
in_put = []
for i in input:
in_put.extend(i)
try:
out = tuple(net.sim([in_put])[0])
except:
print 'simulation error'
return
out = list(out)
print 'out as list'
print out
for i in range(4):
if i == out.index(max(out)):
out[i] = 1
else:
out[i] = 0
out = out.index(1)
print out
if out == shape['T'].index(1):
gesture = "Triangle"
elif out == shape['R'].index(1):
gesture = 'Rectangle'
elif out == shape['L'].index(1):
gesture = 'Line'
elif out == shape['C'].index(1):
gesture = 'circle'
else:
gesture = 'not defined'
out = "notify-send 'the figure is %s '" % (gesture)
print out
system(out)
def get_train_data():
from os import listdir,chdir,remove,rename
from filtering import filter_xyz
from clustering import cluster
table=shape_dict()
in_put=[]
target=[]
chdir('./Shapes')
for i in listdir('.'):
try:
data=getdata_file(i)
data=filter_xyz(data)
data14=cluster(data,14);
in_put.append(data14)
target.append(table[i[0]])
except:
print '\t\t\tERROR in file ',i,'removing ',i
remove(i)
pass
chdir('..')
return in_put,target