def recognizeFaces(self):
try:
start = time.time()
argsnum = len(sys.argv)
# path to our database
path = "E:\POP project\images\input"
# all the set of images that have to be recognized (input)
image_paths = [os.path.join(path, f) for f in os.listdir(path)]
print "no of images: ",len(image_paths)
n = 11
# initialise the dictionary with all marked as absent
for i in range(1,n):
self.dict.update({i:"Absent"})
for imgname in image_paths:
# imgname="E:\POP project\images\probes\jack1.png"
dirname = "E:\POP project\images\Basedatabase"
eigenfaces = 22
threshold = 0.6
pyf = pyfaces.PyFaces(imgname, dirname, eigenfaces, threshold)
match = pyf.getMatchFile()
if(match is not None):
# print 'match = ',match
self.matches.update({imgname:match})
match = match.split("_")[0]
# print 'match = ',match
match = match.split("\\")[4]
# print 'match = ',match
# we maintain a dictionary to map roll no with attendance status
self.dict[int(match)] = "Present"
# self.count = self.count + 1
end = time.time()
print 'took :', (end - start), 'secs'
print "Attendance status=",str(self.dict)
print "Matches=",(self.matches)
# print "Number of FACES RECOGNIZED = ", self.count
n = 1
for i in self.dict:
# print self.dict[i]
label = tk.Label(self.rightFrame, bg="black", text=self.dict[i], fg="white")
label.grid(row=n, column=1, padx=(0,0), sticky=tk.W)
n = n + 1
except Exception, detail:
print detail.args
print "usage:python pyfacesdemo imgname dirname numofeigenfaces threshold "
CWP = os.getcwd() # Get current working directory
CWP_parent = '/'.join(CWP.split('/')[:-1])
def run_bash_cmd(cmd):
process = subprocess.Popen(cmd.split(), stdout=subprocess.PIPE)
output = process.communicate()[0]
return output
print("Taking a photo!")
# CAPTURE_COMMAND = "fswebcam -r 1280x720 image.jpg"
CAPTURE_COMMAND = "fswebcam -r 640x426 image.jpg"
print run_bash_cmd(CAPTURE_COMMAND)
print("Cropping...")
imgname = CWP + "/image.jpg"
crop_img(imgname)
imgname = CWP + "/image_cropped.jpg"
print("Run face recognition!")
# FACE_REC_COMMAND = "python pyfacescmd/pyfacesdemo %s 12 3" % image_path
dirname = CWP_parent + "/images/gallery/"
egfaces = 12
thrshld = 3
pyf = pyfaces.PyFaces(imgname, dirname, egfaces, thrshld)
end = time.time()
print 'took :', (end - start), 'secs'
try:
start = time.time()
argsnum = len(sys.argv)
print "args:", argsnum
if (argsnum < 1):
print "Veuillez revoir la syntaxe d'execution "
sys.exit(2)
path_test = "att_faces/test/"
Dataset_test = []
for i in os.listdir(path_test):
Dataset_test.append(os.path.join(path_test, i))
path_train = 'att_faces/train/'
egfaces = int(8)
thrshld = float(10)
vrai = 0
for i in range(len(Dataset_test)):
pyf = pyfaces.PyFaces(Dataset_test[i], path_train, egfaces,
thrshld)
nom_image_test = Dataset_test[i].split("/")[2]
nom_image_train = pyf.get_image()
if nom_image_train.split("-")[0] == nom_image_test.split("-")[0]:
vrai = vrai + 1
end = time.time()
print 'Performance :', vrai / 2, '%'
print 'temps de calcul est :', (end - start), 'secs'
except Exception, detail:
print detail.args
print " Erreur d'execution "