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Main_FIle.py
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import tkinter as tk
from tkinter import ttk
from tkinter import messagebox as mess
import tkinter.simpledialog as tsd
import cv2,os
import csv
import numpy as np
from PIL import Image
import pandas as pd
import datetime
import time
def assure_path_exists(path):
dir = os.path.dirname(path)
if not os.path.exists(dir):
os.makedirs(dir)
def tick():
time_string = time.strftime('%H:%M:%S')
clock.config(text=time_string)
clock.after(200,tick)
def contact():
mess._show(title='Contact us', message="Please contact us on : '[email protected]' ")
def check_haarcascadefile():
exists = os.path.isfile("haarcascade_frontalface_default.xml")
if exists:
pass
else:
mess._show(title='Some file missing', message='Please contact us for help')
window.destroy()
def save_pass():
assure_path_exists("TrainingImageLabel/")
exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
if exists1:
tf = open("TrainingImageLabel\psd.txt", "r")
key = tf.read()
else:
master.destroy()
new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
if new_pas == None:
mess._show(title='No Password Entered', message='Password not set!! Please try again')
else:
tf = open("TrainingImageLabel\psd.txt", "w")
tf.write(new_pas)
mess._show(title='Password Registered', message='New password was registered successfully!!')
return
op = (old.get())
newp= (new.get())
nnewp = (nnew.get())
if (op == key):
if(newp == nnewp):
txf = open("TrainingImageLabel\psd.txt", "w")
txf.write(newp)
else:
mess._show(title='Error', message='Confirm new password again!!!')
return
else:
mess._show(title='Wrong Password', message='Please enter correct old password.')
return
mess._show(title='Password Changed', message='Password changed successfully!!')
master.destroy()
def change_pass():
global master
master = tk.Tk()
master.geometry("400x160")
master.resizable(False,False)
master.title("Change Password")
master.configure(background="white")
lbl4 = tk.Label(master,text=' Enter Old Password',bg='white',font=('times', 12, ' bold '))
lbl4.place(x=10,y=10)
global old
old=tk.Entry(master,width=25 ,fg="black",relief='solid',font=('times', 12, ' bold '),show='*')
old.place(x=180,y=10)
lbl5 = tk.Label(master, text=' Enter New Password', bg='white', font=('times', 12, ' bold '))
lbl5.place(x=10, y=45)
global new
new = tk.Entry(master, width=25, fg="black",relief='solid', font=('times', 12, ' bold '),show='*')
new.place(x=180, y=45)
lbl6 = tk.Label(master, text='Confirm New Password', bg='white', font=('times', 12, ' bold '))
lbl6.place(x=10, y=80)
global nnew
nnew = tk.Entry(master, width=25, fg="black", relief='solid',font=('times', 12, ' bold '),show='*')
nnew.place(x=180, y=80)
cancel=tk.Button(master,text="Cancel", command=master.destroy ,fg="white" ,bg="blue" ,height=1,width=25 , activebackground = "white" ,font=('times', 10, ' bold '))
cancel.place(x=200, y=120)
save1 = tk.Button(master, text="Save", command=save_pass, fg="white", bg="purple", height = 1,width=25, activebackground="white", font=('times', 10, ' bold '))
save1.place(x=10, y=120)
master.mainloop()
def psw():
assure_path_exists("TrainingImageLabel/")
exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
if exists1:
tf = open("TrainingImageLabel\psd.txt", "r")
key = tf.read()
else:
new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
if new_pas == None:
mess._show(title='No Password Entered', message='Password not set!! Please try again')
else:
tf = open("TrainingImageLabel\psd.txt", "w")
tf.write(new_pas)
mess._show(title='Password Registered', message='New password was registered successfully!!')
return
password = tsd.askstring('Password', 'Enter Password', show='*')
if (password == key):
TrainImages()
elif (password == None):
pass
else:
mess._show(title='Wrong Password', message='You have entered wrong password')
def clear():
txt.delete(0, 'end')
res = "1)Take Images >>> 2)Save Profile"
message1.configure(text=res)
def clear2():
txt2.delete(0, 'end')
res = "1)Take Images >>> 2)Save Profile"
message1.configure(text=res)
def TakeImages():
check_haarcascadefile()
columns = ['SERIAL NO.', '', 'ID', '', 'NAME']
assure_path_exists("UserDetails/")
assure_path_exists("TrainingImage/")
serial = 0
exists = os.path.isfile("UserDetails/UserDetails.csv")
if exists:
with open("UserDetails/UserDetails.csv", 'r') as csvFile1:
reader1 = csv.reader(csvFile1)
for l in reader1:
serial = serial + 1
serial = (serial // 2)
csvFile1.close()
else:
with open("UserDetails/UserDetails.csv", 'a+') as csvFile1:
writer = csv.writer(csvFile1)
writer.writerow(columns)
serial = 1
csvFile1.close()
Id = (txt.get())
name = (txt2.get())
if ((name.isalpha()) or (' ' in name)):
cam = cv2.VideoCapture(0)
harcascadePath = "haarcascade_frontalface_default.xml"
detector = cv2.CascadeClassifier(harcascadePath)
sampleNum = 0
while (True):
ret, img = cam.read()
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = detector.detectMultiScale(gray, 1.3, 5)
for (x, y, w, h) in faces:
cv2.rectangle(img, (x, y), (x + w, y + h), (255, 0, 0), 2)
# incrementing sample number
sampleNum = sampleNum + 1
# saving the captured face in the dataset folder TrainingImage
cv2.imwrite("TrainingImage\ " + name + "." + str(serial) + "." + Id + '.' + str(sampleNum) + ".jpg",
gray[y:y + h, x:x + w])
# display the frame
cv2.imshow('Taking Images', img)
# wait for 100 miliseconds
if cv2.waitKey(100) & 0xFF == ord('q'):
break
# break if the sample number is morethan 100
elif sampleNum > 100:
break
cam.release()
cv2.destroyAllWindows()
res = "Images Taken for ID : " + Id
row = [serial, '', Id, '', name]
with open('UserDetails/UserDetails.csv', 'a+') as csvFile:
writer = csv.writer(csvFile)
writer.writerow(row)
csvFile.close()
message1.configure(text=res)
else:
if (name.isalpha() == False):
res = "Enter Correct name"
message.configure(text=res)
def TrainImages():
check_haarcascadefile()
assure_path_exists("TrainingImageLabel/")
recognizer = cv2.face_LBPHFaceRecognizer.create()
harcascadePath = "haarcascade_frontalface_default.xml"
detector = cv2.CascadeClassifier(harcascadePath)
faces, ID = getImagesAndLabels("TrainingImage")
try:
recognizer.train(faces, np.array(ID))
except:
mess._show(title='No Registrations', message='Please Register someone first!!!')
return
recognizer.save("TrainingImageLabel\Trainner.yml")
res = "Profile Saved Successfully"
message1.configure(text=res)
message.configure(text='Total Registrations till now : ' + str(ID[0]))
def getImagesAndLabels(path):
# get the path of all the files in the folder
imagePaths = [os.path.join(path, f) for f in os.listdir(path)]
# create empth face list
faces = []
# create empty ID list
Ids = []
# now looping through all the image paths and loading the Ids and the images
for imagePath in imagePaths:
# loading the image and converting it to gray scale
pilImage = Image.open(imagePath).convert('L')
# Now we are converting the PIL image into numpy array
imageNp = np.array(pilImage, 'uint8')
# getting the Id from the image
ID = int(os.path.split(imagePath)[-1].split(".")[1])
# extract the face from the training image sample
faces.append(imageNp)
Ids.append(ID)
return faces, Ids
def TrackImages():
check_haarcascadefile()
assure_path_exists("Detect_file/")
assure_path_exists("UserDetails/")
for k in tv.get_children():
tv.delete(k)
msg = ''
i = 0
j = 0
recognizer = cv2.face.LBPHFaceRecognizer_create()
# cv2.createLBPHFaceRecognizer()
exists3 = os.path.isfile("TrainingImageLabel\Trainner.yml")
if exists3:
recognizer.read("TrainingImageLabel\Trainner.yml")
else:
mess._show(title='Data Missing', message='Please click on Save Profile to reset data!!')
return
harcascadePath = "haarcascade_frontalface_default.xml"
faceCascade = cv2.CascadeClassifier(harcascadePath)
cam = cv2.VideoCapture(0)
font = cv2.FONT_HERSHEY_SIMPLEX
col_names = ['Id', '', 'Name', '', 'Date', '', 'Time']
exists1 = os.path.isfile("UserDetails/UserDetails.csv")
if exists1:
df = pd.read_csv("UserDetails/UserDetails.csv")
else:
mess._show(title='Details Missing', message='Students details are missing, please check!')
cam.release()
cv2.destroyAllWindows()
window.destroy()
while True:
ret, im = cam.read()
gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)
faces = faceCascade.detectMultiScale(gray, 1.2, 5)
for (x, y, w, h) in faces:
cv2.rectangle(im, (x, y), (x + w, y + h), (225, 0, 0), 2)
serial, conf = recognizer.predict(gray[y:y + h, x:x + w])
if (conf < 50):
ts = time.time()
date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
timeStamp = datetime.datetime.fromtimestamp(ts).strftime('%H:%M:%S')
aa = df.loc[df['SERIAL NO.'] == serial]['NAME'].values
ID = df.loc[df['SERIAL NO.'] == serial]['ID'].values
ID = str(ID)
ID = ID[1:-1]
bb = str(aa)
bb = bb[2:-2]
attendance = [str(ID), '', bb, '', str(date), '', str(timeStamp)]
else:
Id = 'Unknown'
bb = str(Id)
cv2.putText(im, str(bb), (x, y + h), font, 1, (255, 255, 255), 2)
cv2.imshow('Detect Faces', im)
if (cv2.waitKey(1) == ord('q')):
break
ts = time.time()
date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
exists = os.path.isfile("Detect_file/Detect_file_" + date + ".csv")
if exists:
with open("Detect_file/Detect_file_" + date + ".csv", 'a+') as csvFile1:
writer = csv.writer(csvFile1)
writer.writerow(attendance)
csvFile1.close()
else:
with open("Detect_file/Detect_file_" + date + ".csv", 'a+') as csvFile1:
writer = csv.writer(csvFile1)
writer.writerow(col_names)
writer.writerow(attendance)
csvFile1.close()
with open("Detect_file/Detect_file_" + date + ".csv", 'r') as csvFile1:
reader1 = csv.reader(csvFile1)
for lines in reader1:
i = i + 1
if (i > 1):
if (i % 2 != 0):
iidd = str(lines[0]) + ' '
tv.insert('', 0, text=iidd, values=(str(lines[2]), str(lines[4]), str(lines[6])))
csvFile1.close()
cam.release()
cv2.destroyAllWindows()
global key
key = ''
ts = time.time()
date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
day,month,year=date.split("-")
mont={'01':'January',
'02':'February',
'03':'March',
'04':'April',
'05':'May',
'06':'June',
'07':'July',
'08':'August',
'09':'September',
'10':'October',
'11':'November',
'12':'December'
}
window = tk.Tk()
window.geometry("1280x720")
window.resizable(True,False)
window.title("Multi-Faces Recognition System")
window.configure(background='#262523')
window.iconphoto(False, tk.PhotoImage(file = 'C:/Users/Amresh Ranjan/Desktop/Plannings/OpenCV Projects/Multi-Face Recognition Based Detect System/facial-recognition.png'))
frame1 = tk.Frame(window, bg="#00aeff")
frame1.place(relx=0.11, rely=0.17, relwidth=0.39, relheight=0.80)
frame2 = tk.Frame(window, bg="#00aeff")
frame2.place(relx=0.51, rely=0.17, relwidth=0.38, relheight=0.80)
message3 = tk.Label(window, text="Multi-Face Recognition Based Detect System" ,fg="white",bg="#262523" ,width=55 ,height=1,font=('times', 29, ' bold '))
message3.place(x=10, y=10)
frame3 = tk.Frame(window, bg="#c4c6ce")
frame3.place(relx=0.52, rely=0.09, relwidth=0.09, relheight=0.07)
frame4 = tk.Frame(window, bg="#c4c6ce")
frame4.place(relx=0.36, rely=0.09, relwidth=0.16, relheight=0.07)
datef = tk.Label(frame4, text = day+"-"+mont[month]+"-"+year+" | ", fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
datef.pack(fill='both',expand=1)
clock = tk.Label(frame3,fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
clock.pack(fill='both',expand=1)
tick()
head2 = tk.Label(frame2, text=" For New Registrations ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
head2.grid(row=0,column=0)
head1 = tk.Label(frame1, text=" For Already Registered ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
head1.place(x=0,y=0)
lbl = tk.Label(frame2, text="Enter ID(Numeric Values)",width=20 ,height=1 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold ') )
lbl.place(x=80, y=55)
txt = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold '))
txt.place(x=30, y=88)
lbl2 = tk.Label(frame2, text="Enter Your Name",width=20 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold '))
lbl2.place(x=80, y=140)
txt2 = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold ') )
txt2.place(x=30, y=173)
message1 = tk.Label(frame2, text="1)Ready for Take Images >>> 2)Save Profile" ,bg="#00aeff" ,fg="black" ,width=39 ,height=1, activebackground = "yellow" ,font=('times', 15, ' bold '))
message1.place(x=7, y=230)
message = tk.Label(frame2, text="" ,bg="#00aeff" ,fg="black" ,width=39,height=1, activebackground = "yellow" ,font=('times', 16, ' bold '))
message.place(x=7, y=450)
lbl3 = tk.Label(frame1, text="Total Detections Shows!",width=20 ,fg="white" ,bg="#00aeff" ,height=1 ,font=('times', 17, ' bold '))
lbl3.place(x=100, y=115)
res=0
exists = os.path.isfile("UserDetails/UserDetails.csv")
if exists:
with open("UserDetails/UserDetails.csv", 'r') as csvFile1:
reader1 = csv.reader(csvFile1)
for l in reader1:
res = res + 1
res = (res // 2) - 1
csvFile1.close()
else:
res = 0
message.configure(text='Total Registrations till now : '+str(res))
menubar = tk.Menu(window,relief='ridge')
filemenu = tk.Menu(menubar,tearoff=0)
filemenu.add_command(label='Change Password', command = change_pass)
filemenu.add_command(label='Contact Us', command = contact)
filemenu.add_command(label='Exit',command = window.destroy)
menubar.add_cascade(label='Help',font=('times', 29, ' bold '),menu=filemenu)
tv= ttk.Treeview(frame1,height =13,columns = ('name','date','time'))
tv.column('#0',width=82)
tv.column('name',width=130)
tv.column('date',width=133)
tv.column('time',width=133)
tv.grid(row=2,column=0,padx=(0,0),pady=(150,0),columnspan=4)
tv.heading('#0',text ='ID')
tv.heading('name',text ='NAME')
tv.heading('date',text ='DATE')
tv.heading('time',text ='TIME')
scroll=ttk.Scrollbar(frame1,orient='vertical',command=tv.yview)
scroll.grid(row=2,column=4,padx=(0,100),pady=(150,0),sticky='ns')
tv.configure(yscrollcommand=scroll.set)
clearButton = tk.Button(frame2, text="Clear", command=clear ,fg="white" ,bg="black" ,width=11 ,activebackground = "white" ,font=('times', 11, ' bold '))
clearButton.place(x=335, y=86)
clearButton2 = tk.Button(frame2, text="Clear", command=clear2 ,fg="white" ,bg="green" ,width=11 , activebackground = "white" ,font=('times', 11, ' bold '))
clearButton2.place(x=335, y=172)
takeImg = tk.Button(frame2, text="Take Images Now", command=TakeImages ,fg="white" ,bg="blue" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
takeImg.place(x=30, y=300)
trainImg = tk.Button(frame2, text="Save Your Profile", command=psw ,fg="white" ,bg="purple" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
trainImg.place(x=30, y=380)
trackImg = tk.Button(frame1, text="Recognizes Your Faces Now", command=TrackImages ,fg="black" ,bg="yellow" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
trackImg.place(x=30,y=50)
quitWindow = tk.Button(frame1, text="Quit", command=window.destroy ,fg="black" ,bg="red" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
quitWindow.place(x=30, y=450)
window.configure(menu=menubar)
window.mainloop()
# End this Projects.
# Done by Amresh Ranjan.