def test(chosenAlgo):
global algoName
global success
global failure
global accuracy
global singleTime
global totalTime
global countHits
global trainLength
global testLength
# global intermediate
algoName = chosenAlgo
print database, testName, algoName
if(algoName == "eigenface"):
if(database == "yale A"):
if(testName == "choice"):
global testing
global testing
global training_answer
global W
global mu
global projections
global testing_answer
print "FETCHING TEST IMAGES"
testing, training_answer, W, mu, projections, testing_answer = eigenfaces.test_yale(testName)
print testing_answer
return render_template("choice.html",images = testing_answer, db = "/static/images/yalefaces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits= eigenfaces.test_yale(testName)
print countHits
elif(database == "yale B"):
pass
elif(database == "orl"):
if(testName == "choice"):
global testing
global testing
global training_answer
global W
global mu
global projections
global testing_answer
testing, training_answer, W, mu, projections, testing_answer = eigenfaces.test_orl(testName)
return render_template("choice.html", images = testing_answer, db = "/static/images/orl_faces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = eigenfaces.test_orl(testName)
elif(algoName == "fisherface"):
if(database == "yale A"):
if(testName == "choice"):
global testing
global testing
global training_answer
global W
global mu
global projections
global testing_answer
testing, training_answer, W, mu, projections, testing_answer = fisherfaces.test_yale(testName)
return render_template("choice.html", images = testing_answer, db = "/static/images/yalefaces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = fisherfaces.test_yale(testName)
elif(database == "yale B"):
pass
elif(database == "orl"):
if(testName == "choice"):
global testing
global testing
global training_answer
global W
global mu
global projections
global testing_answer
testing, training_answer, W, mu, projections, testing_answer = fisherfaces.test_orl(testName)
return render_template("choice.html", images= testing_answer, db = "/static/images/orl_faces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = fisherfaces.test_orl(testName)
elif(algoName == "sift"):
if(database == "yale A"):
if(testName == "choice"):
global descriptors_testing
global training_answer
global descriptors_training
global testing_answer
descriptors_testing, training_answer, descriptors_training, testing_answer = sift.test_yale(testName)
return render_template("choice.html", images= testing_answer, db = "/static/images/yalefaces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = sift.test_yale(testName)
elif(database == "yale B"):
pass
elif(database == "orl"):
if(testName == "choice"):
global descriptors_testing
global training_answer
global descriptors_training
global testing_answer
descriptors_testing, training_answer, descriptors_training, testing_answer = sift.test_orl(testName)
return render_template("choice.html",images= testing_answer, db="/static/images/orl_faces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = sift.test_orl(testName)
elif(algoName == "lem"):
if(database == "yale A"):
if(testName == "choice"):
global testing_corners
global training_corners
global training_answer
global testing_answer
testing_corners, training_corners, training_answer, testing_answer = lem.test_yale(testName)
return render_template("choice.html",images= testing_answer, db="/static/images/yalefaces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = lem.test_yale(testName)
elif(database == "yale B"):
pass
elif(database == "orl"):
if(testName == "choice"):
global testing_corners
global training_corners
global training_answer
global testing_answer
testing_corners, training_corners, training_answer, testing_answer = lem.test_orl(testName)
return render_template("choice.html",images= testing_answer, db="/static/images/orl_faces/")
else:
failure, success, accuracy, singleTime, totalTime, trainLength, testLength, countHits = lem.test_orl(testName)
acc=str(accuracy)[:6]+"%"
print acc
return render_template("chooseResult.html",accuracy=acc, singleTime=singleTime, totalTime=totalTime, training_set_length=trainLength, testing_set_length=testLength, countHits=countHits)
def faceRec(self,name):
if(name=="eigenface"):
self.algoName = "eigenface"
if(self.db == "yale"):
if(self.testName=="choice"):
self.testing, self.training_answer, self.W, self.mu, self.projections, self.testing_answer = eigenfaces.test_yale(self.testName)
self.choiceImage = "Eigenface_choice_yale"
else:
image1, image2, accuracy = eigenfaces.test_yale(self.testName)
elif(self.db == "orl"):
if(self.testName=="choice"):
self.testing, self.training_answer, self.W, self.mu, self.projections, self.testing_answer = eigenfaces.test_orl(self.testName)
self.choiceImage = "Eigenface_choice_orl"
else:
image1, image2, accuracy = eigenfaces.test_orl(self.testName)
elif(self.db == "db3"):
pass
if(self.testName=="choice"):
self.testImage =''
self.choiceFrame()
else:
print image1, image2
self.eigenface_success = tk.Frame(self)
self.eigenface_fail = tk.Frame(self)
self.eigenface_intermediate = tk.Frame(self)
self.eigenface_success.place(in_=self.eigenface, x=250, y=120, relwidth=1, relheight=1)
self.eigenface_fail.place(in_=self.eigenface, x=250, y=120, relwidth=1, relheight=1)
self.eigenface_intermediate.place(in_=self.eigenface, x=250, y=120, relwidth=1, relheight=1)
eigenButton1 = tk.Button(self.eigenface, text = "Success", command=lambda:self.eigenface_success.lift())
eigenButton2 = tk.Button(self.eigenface, text = "Failure", command=lambda:self.eigenface_fail.lift())
eigenButton3 = tk.Button(self.eigenface, text = "Intermediate", command=lambda:self.eigenface_intermediate.lift())
eigenButton4 = tk.Button(self.eigenface, text="Back",command=lambda:self.remove(eigenButton1, eigenButton2, eigenButton3, eigenButton4))
eigenButton1.pack(side="top")
eigenButton2.pack(side="top")
eigenButton3.pack(side="top")
eigenButton4.pack(side="top")
failure = ImageTk.PhotoImage(file=image1)
success = ImageTk.PhotoImage(file=image2)
labelFail = tk.Label(self.eigenface_fail, image = failure)
labelFail.image = failure
labelFail.pack(side="left")
labelSuccess = tk.Label(self.eigenface_success, image = success)
labelSuccess.image = success
labelSuccess.pack(side="left")
self.eigenface.lift()
elif(name=="fisherface"):
self.algoName = "fisherface"
if(self.db == "yale"):
if(self.testName=="choice"):
self.testing, self.training_answer, self.W, self.mu, self.projections, self.testing_answer = fisherfaces.test_yale(self.testName)
self.choiceImage = "Fisherface_choice_yale"
else:
image1, image2, accuracy = fisherfaces.test_yale(self.testName)
elif(self.db == "orl"):
if(self.testName=="choice"):
self.testing, self.training_answer, self.W, self.mu, self.projections, self.testing_answer = fisherfaces.test_orl(self.testName)
self.choiceImage = "Fisherface_choice_orl"
else:
image1, image2, accuracy = fisherfaces.test_orl(self.testName)
elif(self.db == "db3"):
pass
if(self.testName=="choice"):
self.choiceFrame()
else:
print image1, image2
self.fisherface_success = tk.Frame(self)
self.fisherface_fail = tk.Frame(self)
self.fisherface_intermediate = tk.Frame(self)
self.fisherface_success.place(in_=self.fisherface, x=250, y=100, relwidth=1, relheight=1)
self.fisherface_fail.place(in_=self.fisherface, x=250, y=100, relwidth=1, relheight=1)
self.fisherface_intermediate.place(in_=self.fisherface, x=250, y=100, relwidth=1, relheight=1)
fisherButton1 = tk.Button(self.fisherface, text = "Success", command=lambda:self.fisherface_success.lift())
fisherButton2 = tk.Button(self.fisherface, text = "Failure", command=lambda:self.fisherface_fail.lift())
fisherButton3 = tk.Button(self.fisherface, text = "Intermediate", command=lambda:self.fisherface_intermediate.lift())
fisherButton4 = tk.Button(self.fisherface, text="Back",command=lambda:self.remove(fisherButton1, fisherButton2, fisherButton3, fisherButton4))
fisherButton1.pack(side="top")
fisherButton2.pack(side="top")
fisherButton3.pack(side="top")
fisherButton4.pack(side="top")
failure = ImageTk.PhotoImage(file=image1)
success = ImageTk.PhotoImage(file=image2)
labelFail = tk.Label(self.fisherface_fail, image = failure)
labelFail.image = failure
labelFail.pack(side="left")
labelSuccess = tk.Label(self.fisherface_success, image = success)
labelSuccess.image = success
labelSuccess.pack(side="left")
self.fisherface.lift()
elif(name=="sift"):
self.algoName = "sift"
if(self.db == "yale"):
image1, image2, accuracy = sift.test_yale(self.testName)
elif(self.db == "orl"):
image1, image2, accuracy = sift.test_orl(self.testName)
elif(self.db == "db3"):
pass
print image1, image2
self.sift_success = tk.Frame(self)
self.sift_fail = tk.Frame(self)
self.sift_intermediate = tk.Frame(self)
self.sift_success.place(in_=self.sift, x=250, y=100, relwidth=1, relheight=1)
self.sift_fail.place(in_=self.sift, x=250, y=100, relwidth=1, relheight=1)
self.sift_intermediate.place(in_=self.sift, x=250, y=100, relwidth=1, relheight=1)
siftButton1 = tk.Button(self.sift, text = "Success", command=lambda:self.sift_success.lift())
siftButton2 = tk.Button(self.sift, text = "Failure", command=lambda:self.sift_fail.lift())
siftButton3 = tk.Button(self.sift, text = "Intermediate", command=lambda:self.sift_intermediate.lift())
siftButton4 = tk.Button(self.sift, text="Back",command=lambda:self.remove(siftButton1, siftButton2, siftButton3, siftButton4))
siftButton1.pack(side="top")
siftButton2.pack(side="top")
siftButton3.pack(side="top")
siftButton4.pack(side="top")
failure = ImageTk.PhotoImage(file=image1)
success = ImageTk.PhotoImage(file=image2)
labelFail = tk.Label(self.sift_fail, image = failure)
labelFail.image = failure
labelFail.pack(side="left")
labelSuccess = tk.Label(self.sift_success, image = success)
labelSuccess.image = sugridccess
labelSuccess.pack(side="left")
self.sift.lift()
elif(name=="lem"):
self.algoName = "lem"
if(self.db == "yale"):
pass
elif(self.db == "orl"):
pass
elif(self.db == "db3"):
pass
self.lem.lift()