├── FaceAttendance
├── Attendance
│ └── Attendance_13-05-2021.csv
├── StudentDetails
│ └── StudentDetails.csv
├── TrainingImageLabel
│ ├── Trainner.yml
│ └── psd.txt
├── VideoPlayer.py
├── VideoRecorder.py
├── exportToHTML
│ └── main.py.html
├── haarcascade_frontalface_default.xml
├── main.py
└── requirements.txt
├── Marksheet update using tkinter simple project
├── Marksheet.xlsx
└── mainapp.py
└── README.md
/FaceAttendance/Attendance/Attendance_13-05-2021.csv:
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1 | Id,,Name,,Date,,Time
2 | ,,,,,,
3 | ,,,,,,
4 | ,,,,,,
5 | ,,,,,,
6 |
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/FaceAttendance/StudentDetails/StudentDetails.csv:
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1 | SERIAL NO.,,ID,,NAME
2 |
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/FaceAttendance/TrainingImageLabel/psd.txt:
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1 | bbb
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/FaceAttendance/VideoPlayer.py:
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1 | # -*- coding: utf-8 -*-
2 | """
3 | Created on Sat Mar 18 03:55:06 2017
4 |
5 | """
6 |
7 | import numpy
8 | import cv2
9 |
10 | cap=cv2.VideoCapture('C:\Users\Mohammad Bakir\Documents\FACE RECOGNITION BASED ATTENDANCE MONITORING SYSTEM/video.avi')
11 | print("VideoPlayer")
12 | while(cap.isOpened()):
13 | ret,frame=cap.read()
14 | cv2.resizeWindow('Videoplayer',640,340)
15 | cv2.imshow('VideoPlayer',frame)
16 | if cv2.waitKey(25)==ord('q'):
17 | break
18 | cap.release()
19 | cv2.destroyAllWindows()
20 |
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/FaceAttendance/VideoRecorder.py:
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1 | # -*- coding: utf-8 -*-
2 | """
3 | Created on Sat Mar 18 20:01:14 2017
4 |
5 | """
6 |
7 |
8 | import matplotlib.pyplot as plt
9 | import cv2
10 |
11 | try:
12 |
13 | cap=cv2.VideoCapture(0)
14 | fourcc=cv2.VideoWriter_fourcc(*'DIVX')
15 | output=cv2.VideoWriter('C:\Users\Mohammad Bakir\Documents\FACE RECOGNITION BASED ATTENDANCE MONITORING SYSTEM/capture1.mp4',fourcc,15.0,(640,480),True)
16 |
17 | while(True):
18 | ret,frame=cap.read()
19 | gray=cv2.cvtColor(frame,cv2.COLOR_BGR2GRAY)
20 | hsv=cv2.cvtColor(frame,cv2.COLOR_BGR2HSV)
21 | output.write(hsv)
22 | cv2.resizeWindow('Cam',640,460)
23 | cv2.imshow('Cam',frame)
24 | if cv2.waitKey(1)==ord('q'):
25 | break
26 |
27 | cap.release()
28 | output.release()
29 | cv2.destroyAllWindows()
30 | except:
31 | cap.release()
32 | output.release()
33 | cv2.destroyAllWindows()
34 |
35 |
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/FaceAttendance/exportToHTML/main.py.html:
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1 |
2 |
3 |
4 | main.py
5 |
6 |
13 |
14 |
15 |
16 | |
17 |
18 | main.py
19 | |
20 | ############################################# IMPORTING ################################################
21 | import tkinter as tk
22 | from tkinter import ttk
23 | from tkinter import messagebox as mess
24 | import tkinter.simpledialog as tsd
25 | import cv2,os
26 | import csv
27 | import numpy as np
28 | from PIL import Image
29 | import pandas as pd
30 | import datetime
31 | import time
32 |
33 | ############################################# FUNCTIONS ################################################
34 |
35 | def assure_path_exists(path):
36 | dir = os.path.dirname(path)
37 | if not os.path.exists(dir):
38 | os.makedirs(dir)
39 |
40 | ##################################################################################
41 |
42 | def tick():
43 | time_string = time.strftime('%H:%M:%S')
44 | clock.config(text=time_string)
45 | clock.after(200,tick)
46 |
47 | ###################################################################################
48 |
49 | def contact():
50 | mess._show(title='Contact us', message="Please contact us on : 'shubhamkumar8180323@gmail.com' ")
51 |
52 | ###################################################################################
53 |
54 | def check_haarcascadefile():
55 | exists = os.path.isfile("haarcascade_frontalface_default.xml")
56 | if exists:
57 | pass
58 | else:
59 | mess._show(title='Some file missing', message='Please contact us for help')
60 | window.destroy()
61 |
62 | ###################################################################################
63 |
64 | def save_pass():
65 | assure_path_exists("TrainingImageLabel/")
66 | exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
67 | if exists1:
68 | tf = open("TrainingImageLabel\psd.txt", "r")
69 | key = tf.read()
70 | else:
71 | master.destroy()
72 | new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
73 | if new_pas == None:
74 | mess._show(title='No Password Entered', message='Password not set!! Please try again')
75 | else:
76 | tf = open("TrainingImageLabel\psd.txt", "w")
77 | tf.write(new_pas)
78 | mess._show(title='Password Registered', message='New password was registered successfully!!')
79 | return
80 | op = (old.get())
81 | newp= (new.get())
82 | nnewp = (nnew.get())
83 | if (op == key):
84 | if(newp == nnewp):
85 | txf = open("TrainingImageLabel\psd.txt", "w")
86 | txf.write(newp)
87 | else:
88 | mess._show(title='Error', message='Confirm new password again!!!')
89 | return
90 | else:
91 | mess._show(title='Wrong Password', message='Please enter correct old password.')
92 | return
93 | mess._show(title='Password Changed', message='Password changed successfully!!')
94 | master.destroy()
95 |
96 | ###################################################################################
97 |
98 | def change_pass():
99 | global master
100 | master = tk.Tk()
101 | master.geometry("400x160")
102 | master.resizable(False,False)
103 | master.title("Change Password")
104 | master.configure(background="white")
105 | lbl4 = tk.Label(master,text=' Enter Old Password',bg='white',font=('times', 12, ' bold '))
106 | lbl4.place(x=10,y=10)
107 | global old
108 | old=tk.Entry(master,width=25 ,fg="black",relief='solid',font=('times', 12, ' bold '),show='*')
109 | old.place(x=180,y=10)
110 | lbl5 = tk.Label(master, text=' Enter New Password', bg='white', font=('times', 12, ' bold '))
111 | lbl5.place(x=10, y=45)
112 | global new
113 | new = tk.Entry(master, width=25, fg="black",relief='solid', font=('times', 12, ' bold '),show='*')
114 | new.place(x=180, y=45)
115 | lbl6 = tk.Label(master, text='Confirm New Password', bg='white', font=('times', 12, ' bold '))
116 | lbl6.place(x=10, y=80)
117 | global nnew
118 | nnew = tk.Entry(master, width=25, fg="black", relief='solid',font=('times', 12, ' bold '),show='*')
119 | nnew.place(x=180, y=80)
120 | cancel=tk.Button(master,text="Cancel", command=master.destroy ,fg="black" ,bg="red" ,height=1,width=25 , activebackground = "white" ,font=('times', 10, ' bold '))
121 | cancel.place(x=200, y=120)
122 | save1 = tk.Button(master, text="Save", command=save_pass, fg="black", bg="#3ece48", height = 1,width=25, activebackground="white", font=('times', 10, ' bold '))
123 | save1.place(x=10, y=120)
124 | master.mainloop()
125 |
126 | #####################################################################################
127 |
128 | def psw():
129 | assure_path_exists("TrainingImageLabel/")
130 | exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
131 | if exists1:
132 | tf = open("TrainingImageLabel\psd.txt", "r")
133 | key = tf.read()
134 | else:
135 | new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
136 | if new_pas == None:
137 | mess._show(title='No Password Entered', message='Password not set!! Please try again')
138 | else:
139 | tf = open("TrainingImageLabel\psd.txt", "w")
140 | tf.write(new_pas)
141 | mess._show(title='Password Registered', message='New password was registered successfully!!')
142 | return
143 | password = tsd.askstring('Password', 'Enter Password', show='*')
144 | if (password == key):
145 | TrainImages()
146 | elif (password == None):
147 | pass
148 | else:
149 | mess._show(title='Wrong Password', message='You have entered wrong password')
150 |
151 | ######################################################################################
152 |
153 | def clear():
154 | txt.delete(0, 'end')
155 | res = "1)Take Images >>> 2)Save Profile"
156 | message1.configure(text=res)
157 |
158 |
159 | def clear2():
160 | txt2.delete(0, 'end')
161 | res = "1)Take Images >>> 2)Save Profile"
162 | message1.configure(text=res)
163 |
164 | #######################################################################################
165 |
166 | def TakeImages():
167 | check_haarcascadefile()
168 | columns = ['SERIAL NO.', '', 'ID', '', 'NAME']
169 | assure_path_exists("StudentDetails/")
170 | assure_path_exists("TrainingImage/")
171 | serial = 0
172 | exists = os.path.isfile("StudentDetails\StudentDetails.csv")
173 | if exists:
174 | with open("StudentDetails\StudentDetails.csv", 'r') as csvFile1:
175 | reader1 = csv.reader(csvFile1)
176 | for l in reader1:
177 | serial = serial + 1
178 | serial = (serial // 2)
179 | csvFile1.close()
180 | else:
181 | with open("StudentDetails\StudentDetails.csv", 'a+') as csvFile1:
182 | writer = csv.writer(csvFile1)
183 | writer.writerow(columns)
184 | serial = 1
185 | csvFile1.close()
186 | Id = (txt.get())
187 | name = (txt2.get())
188 | if ((name.isalpha()) or (' ' in name)):
189 | cam = cv2.VideoCapture(0)
190 | harcascadePath = "haarcascade_frontalface_default.xml"
191 | detector = cv2.CascadeClassifier(harcascadePath)
192 | sampleNum = 0
193 | while (True):
194 | ret, img = cam.read()
195 | gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
196 | faces = detector.detectMultiScale(gray, 1.3, 5)
197 | for (x, y, w, h) in faces:
198 | cv2.rectangle(img, (x, y), (x + w, y + h), (255, 0, 0), 2)
199 | # incrementing sample number
200 | sampleNum = sampleNum + 1
201 | # saving the captured face in the dataset folder TrainingImage
202 | cv2.imwrite("TrainingImage\ " + name + "." + str(serial) + "." + Id + '.' + str(sampleNum) + ".jpg",
203 | gray[y:y + h, x:x + w])
204 | # display the frame
205 | cv2.imshow('Taking Images', img)
206 | # wait for 100 miliseconds
207 | if cv2.waitKey(100) & 0xFF == ord('q'):
208 | break
209 | # break if the sample number is morethan 100
210 | elif sampleNum > 100:
211 | break
212 | cam.release()
213 | cv2.destroyAllWindows()
214 | res = "Images Taken for ID : " + Id
215 | row = [serial, '', Id, '', name]
216 | with open('StudentDetails\StudentDetails.csv', 'a+') as csvFile:
217 | writer = csv.writer(csvFile)
218 | writer.writerow(row)
219 | csvFile.close()
220 | message1.configure(text=res)
221 | else:
222 | if (name.isalpha() == False):
223 | res = "Enter Correct name"
224 | message.configure(text=res)
225 |
226 | ########################################################################################
227 |
228 | def TrainImages():
229 | check_haarcascadefile()
230 | assure_path_exists("TrainingImageLabel/")
231 | recognizer = cv2.face_LBPHFaceRecognizer.create()
232 | harcascadePath = "haarcascade_frontalface_default.xml"
233 | detector = cv2.CascadeClassifier(harcascadePath)
234 | faces, ID = getImagesAndLabels("TrainingImage/")
235 | try:
236 | recognizer.train(faces, np.array(ID))
237 | except:
238 | mess._show(title='No Registrations', message='Please Register someone first!!!')
239 | return
240 | recognizer.save("TrainingImageLabel\Trainner.yml")
241 | res = "Profile Saved Successfully"
242 | message1.configure(text=res)
243 | message.configure(text='Total Registrations till now : ' + str(ID[0]))
244 |
245 | ############################################################################################3
246 |
247 | def getImagesAndLabels(path):
248 | # get the path of all the files in the folder
249 | imagePaths = [os.path.join(path, f) for f in os.listdir(path)]
250 | # create empth face list
251 | faces = []
252 | # create empty ID list
253 | Ids = []
254 | # now looping through all the image paths and loading the Ids and the images
255 | for imagePath in imagePaths:
256 | # loading the image and converting it to gray scale
257 | pilImage = Image.open(imagePath).convert('L')
258 | # Now we are converting the PIL image into numpy array
259 | imageNp = np.array(pilImage, 'uint8')
260 | # getting the Id from the image
261 | ID = int(os.path.split(imagePath)[-1].split(".")[1])
262 | # extract the face from the training image sample
263 | faces.append(imageNp)
264 | Ids.append(ID)
265 | return faces, Ids
266 |
267 | ###########################################################################################
268 |
269 | def TrackImages():
270 | check_haarcascadefile()
271 | assure_path_exists("Attendance/")
272 | assure_path_exists("StudentDetails/")
273 | for k in tv.get_children():
274 | tv.delete(k)
275 | msg = ''
276 | i = 0
277 | j = 0
278 | recognizer = cv2.face.LBPHFaceRecognizer_create() # cv2.createLBPHFaceRecognizer()
279 | exists3 = os.path.isfile("TrainingImageLabel\Trainner.yml")
280 | if exists3:
281 | recognizer.read("TrainingImageLabel\Trainner.yml")
282 | else:
283 | mess._show(title='Data Missing', message='Please click on Save Profile to reset data!!')
284 | return
285 | harcascadePath = "haarcascade_frontalface_default.xml"
286 | faceCascade = cv2.CascadeClassifier(harcascadePath);
287 |
288 | cam = cv2.VideoCapture(0)
289 | font = cv2.FONT_HERSHEY_SIMPLEX
290 | col_names = ['Id', '', 'Name', '', 'Date', '', 'Time']
291 | exists1 = os.path.isfile("StudentDetails\StudentDetails.csv")
292 | if exists1:
293 | df = pd.read_csv("StudentDetails\StudentDetails.csv")
294 | else:
295 | mess._show(title='Details Missing', message='Students details are missing, please check!')
296 | cam.release()
297 | cv2.destroyAllWindows()
298 | window.destroy()
299 | while True:
300 | ret, im = cam.read()
301 | gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)
302 | faces = faceCascade.detectMultiScale(gray, 1.2, 5)
303 | for (x, y, w, h) in faces:
304 | cv2.rectangle(im, (x, y), (x + w, y + h), (225, 0, 0), 2)
305 | serial, conf = recognizer.predict(gray[y:y + h, x:x + w])
306 | if (conf < 50):
307 | ts = time.time()
308 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
309 | timeStamp = datetime.datetime.fromtimestamp(ts).strftime('%H:%M:%S')
310 | aa = df.loc[df['SERIAL NO.'] == serial]['NAME'].values
311 | ID = df.loc[df['SERIAL NO.'] == serial]['ID'].values
312 | ID = str(ID)
313 | ID = ID[1:-1]
314 | bb = str(aa)
315 | bb = bb[2:-2]
316 | attendance = [str(ID), '', bb, '', str(date), '', str(timeStamp)]
317 |
318 | else:
319 | Id = 'Unknown'
320 | bb = str(Id)
321 | cv2.putText(im, str(bb), (x, y + h), font, 1, (255, 255, 255), 2)
322 | cv2.imshow('Taking Attendance', im)
323 | if (cv2.waitKey(1) == ord('q')):
324 | break
325 | ts = time.time()
326 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
327 | exists = os.path.isfile("Attendance\Attendance_" + date + ".csv")
328 | if exists:
329 | with open("Attendance\Attendance_" + date + ".csv", 'a+') as csvFile1:
330 | writer = csv.writer(csvFile1)
331 | writer.writerow(attendance)
332 | csvFile1.close()
333 | else:
334 | with open("Attendance\Attendance_" + date + ".csv", 'a+') as csvFile1:
335 | writer = csv.writer(csvFile1)
336 | writer.writerow(col_names)
337 | writer.writerow(attendance)
338 | csvFile1.close()
339 | with open("Attendance\Attendance_" + date + ".csv", 'r') as csvFile1:
340 | reader1 = csv.reader(csvFile1)
341 | for lines in reader1:
342 | i = i + 1
343 | if (i > 1):
344 | if (i % 2 != 0):
345 | iidd = str(lines[0]) + ' '
346 | tv.insert('', 0, text=iidd, values=(str(lines[2]), str(lines[4]), str(lines[6])))
347 | csvFile1.close()
348 | cam.release()
349 | cv2.destroyAllWindows()
350 |
351 | ######################################## USED STUFFS ############################################
352 |
353 | global key
354 | key = ''
355 |
356 | ts = time.time()
357 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
358 | day,month,year=date.split("-")
359 |
360 | mont={'01':'January',
361 | '02':'February',
362 | '03':'March',
363 | '04':'April',
364 | '05':'May',
365 | '06':'June',
366 | '07':'July',
367 | '08':'August',
368 | '09':'September',
369 | '10':'October',
370 | '11':'November',
371 | '12':'December'
372 | }
373 |
374 | ######################################## GUI FRONT-END ###########################################
375 |
376 | window = tk.Tk()
377 | window.geometry("1280x720")
378 | window.resizable(True,False)
379 | window.title("Attendance System")
380 | window.configure(background='#262523')
381 |
382 | frame1 = tk.Frame(window, bg="#00aeff")
383 | frame1.place(relx=0.11, rely=0.17, relwidth=0.39, relheight=0.80)
384 |
385 | frame2 = tk.Frame(window, bg="#00aeff")
386 | frame2.place(relx=0.51, rely=0.17, relwidth=0.38, relheight=0.80)
387 |
388 | message3 = tk.Label(window, text="Face Recognition Based Attendance System" ,fg="white",bg="#262523" ,width=55 ,height=1,font=('times', 29, ' bold '))
389 | message3.place(x=10, y=10)
390 |
391 | frame3 = tk.Frame(window, bg="#c4c6ce")
392 | frame3.place(relx=0.52, rely=0.09, relwidth=0.09, relheight=0.07)
393 |
394 | frame4 = tk.Frame(window, bg="#c4c6ce")
395 | frame4.place(relx=0.36, rely=0.09, relwidth=0.16, relheight=0.07)
396 |
397 | datef = tk.Label(frame4, text = day+"-"+mont[month]+"-"+year+" | ", fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
398 | datef.pack(fill='both',expand=1)
399 |
400 | clock = tk.Label(frame3,fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
401 | clock.pack(fill='both',expand=1)
402 | tick()
403 |
404 | head2 = tk.Label(frame2, text=" For New Registrations ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
405 | head2.grid(row=0,column=0)
406 |
407 | head1 = tk.Label(frame1, text=" For Already Registered ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
408 | head1.place(x=0,y=0)
409 |
410 | lbl = tk.Label(frame2, text="Enter ID",width=20 ,height=1 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold ') )
411 | lbl.place(x=80, y=55)
412 |
413 | txt = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold '))
414 | txt.place(x=30, y=88)
415 |
416 | lbl2 = tk.Label(frame2, text="Enter Name",width=20 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold '))
417 | lbl2.place(x=80, y=140)
418 |
419 | txt2 = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold ') )
420 | txt2.place(x=30, y=173)
421 |
422 | message1 = tk.Label(frame2, text="1)Take Images >>> 2)Save Profile" ,bg="#00aeff" ,fg="black" ,width=39 ,height=1, activebackground = "yellow" ,font=('times', 15, ' bold '))
423 | message1.place(x=7, y=230)
424 |
425 | message = tk.Label(frame2, text="" ,bg="#00aeff" ,fg="black" ,width=39,height=1, activebackground = "yellow" ,font=('times', 16, ' bold '))
426 | message.place(x=7, y=450)
427 |
428 | lbl3 = tk.Label(frame1, text="Attendance",width=20 ,fg="black" ,bg="#00aeff" ,height=1 ,font=('times', 17, ' bold '))
429 | lbl3.place(x=100, y=115)
430 |
431 | res=0
432 | exists = os.path.isfile("StudentDetails\StudentDetails.csv")
433 | if exists:
434 | with open("StudentDetails\StudentDetails.csv", 'r') as csvFile1:
435 | reader1 = csv.reader(csvFile1)
436 | for l in reader1:
437 | res = res + 1
438 | res = (res // 2) - 1
439 | csvFile1.close()
440 | else:
441 | res = 0
442 | message.configure(text='Total Registrations till now : '+str(res))
443 |
444 | ##################### MENUBAR #################################
445 |
446 | menubar = tk.Menu(window,relief='ridge')
447 | filemenu = tk.Menu(menubar,tearoff=0)
448 | filemenu.add_command(label='Change Password', command = change_pass)
449 | filemenu.add_command(label='Contact Us', command = contact)
450 | filemenu.add_command(label='Exit',command = window.destroy)
451 | menubar.add_cascade(label='Help',font=('times', 29, ' bold '),menu=filemenu)
452 |
453 | ################## TREEVIEW ATTENDANCE TABLE ####################
454 |
455 | tv= ttk.Treeview(frame1,height =13,columns = ('name','date','time'))
456 | tv.column('#0',width=82)
457 | tv.column('name',width=130)
458 | tv.column('date',width=133)
459 | tv.column('time',width=133)
460 | tv.grid(row=2,column=0,padx=(0,0),pady=(150,0),columnspan=4)
461 | tv.heading('#0',text ='ID')
462 | tv.heading('name',text ='NAME')
463 | tv.heading('date',text ='DATE')
464 | tv.heading('time',text ='TIME')
465 |
466 | ###################### SCROLLBAR ################################
467 |
468 | scroll=ttk.Scrollbar(frame1,orient='vertical',command=tv.yview)
469 | scroll.grid(row=2,column=4,padx=(0,100),pady=(150,0),sticky='ns')
470 | tv.configure(yscrollcommand=scroll.set)
471 |
472 | ###################### BUTTONS ##################################
473 |
474 | clearButton = tk.Button(frame2, text="Clear", command=clear ,fg="black" ,bg="#ea2a2a" ,width=11 ,activebackground = "white" ,font=('times', 11, ' bold '))
475 | clearButton.place(x=335, y=86)
476 | clearButton2 = tk.Button(frame2, text="Clear", command=clear2 ,fg="black" ,bg="#ea2a2a" ,width=11 , activebackground = "white" ,font=('times', 11, ' bold '))
477 | clearButton2.place(x=335, y=172)
478 | takeImg = tk.Button(frame2, text="Take Images", command=TakeImages ,fg="white" ,bg="blue" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
479 | takeImg.place(x=30, y=300)
480 | trainImg = tk.Button(frame2, text="Save Profile", command=psw ,fg="white" ,bg="blue" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
481 | trainImg.place(x=30, y=380)
482 | trackImg = tk.Button(frame1, text="Take Attendance", command=TrackImages ,fg="black" ,bg="yellow" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
483 | trackImg.place(x=30,y=50)
484 | quitWindow = tk.Button(frame1, text="Quit", command=window.destroy ,fg="black" ,bg="red" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
485 | quitWindow.place(x=30, y=450)
486 |
487 | ##################### END ######################################
488 |
489 | window.configure(menu=menubar)
490 | window.mainloop()
491 |
492 | ####################################################################################################
493 |
494 |
495 |
496 |
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/FaceAttendance/main.py:
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1 | ############################################# IMPORTING ################################################
2 | import tkinter as tk
3 | from tkinter import ttk
4 | from tkinter import messagebox as mess
5 | import tkinter.simpledialog as tsd
6 | import cv2
7 | import os
8 | import csv
9 | import numpy as np
10 | from PIL import Image
11 | import pandas as pd
12 | import datetime
13 | import time
14 |
15 | ############################################# FUNCTIONS ################################################
16 |
17 | def assure_path_exists(path):
18 | dir = os.path.dirname(path)
19 | if not os.path.exists(dir):
20 | os.makedirs(dir)
21 |
22 | ##################################################################################
23 |
24 | def tick():
25 | time_string = time.strftime('%H:%M:%S')
26 | clock.config(text=time_string)
27 | clock.after(200,tick)
28 |
29 | ###################################################################################
30 |
31 | def contact():
32 | mess._show(title='Contact us', message="Please contact us on : 'shubhamkumar8180323@gmail.com' ")
33 |
34 | ###################################################################################
35 |
36 | def check_haarcascadefile():
37 | exists = os.path.isfile("haarcascade_frontalface_default.xml")
38 | if exists:
39 | pass
40 | else:
41 | mess._show(title='Some file missing', message='Please contact us for help')
42 | window.destroy()
43 |
44 | ###################################################################################
45 |
46 | def save_pass():
47 | assure_path_exists("TrainingImageLabel/")
48 | exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
49 | if exists1:
50 | tf = open("TrainingImageLabel\psd.txt", "r")
51 | key = tf.read()
52 | else:
53 | master.destroy()
54 | new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
55 | if new_pas == None:
56 | mess._show(title='No Password Entered', message='Password not set!! Please try again')
57 | else:
58 | tf = open("TrainingImageLabel\psd.txt", "w")
59 | tf.write(new_pas)
60 | mess._show(title='Password Registered', message='New password was registered successfully!!')
61 | return
62 | op = (old.get())
63 | newp= (new.get())
64 | nnewp = (nnew.get())
65 | if (op == key):
66 | if(newp == nnewp):
67 | txf = open("TrainingImageLabel\psd.txt", "w")
68 | txf.write(newp)
69 | else:
70 | mess._show(title='Error', message='Confirm new password again!!!')
71 | return
72 | else:
73 | mess._show(title='Wrong Password', message='Please enter correct old password.')
74 | return
75 | mess._show(title='Password Changed', message='Password changed successfully!!')
76 | master.destroy()
77 |
78 | ###################################################################################
79 |
80 | def change_pass():
81 | global master
82 | master = tk.Tk()
83 | master.geometry("400x160")
84 | master.resizable(False,False)
85 | master.title("Change Password")
86 | master.configure(background="white")
87 | lbl4 = tk.Label(master,text=' Enter Old Password',bg='white',font=('times', 12, ' bold '))
88 | lbl4.place(x=10,y=10)
89 | global old
90 | old=tk.Entry(master,width=25 ,fg="black",relief='solid',font=('times', 12, ' bold '),show='*')
91 | old.place(x=180,y=10)
92 | lbl5 = tk.Label(master, text=' Enter New Password', bg='white', font=('times', 12, ' bold '))
93 | lbl5.place(x=10, y=45)
94 | global new
95 | new = tk.Entry(master, width=25, fg="black",relief='solid', font=('times', 12, ' bold '),show='*')
96 | new.place(x=180, y=45)
97 | lbl6 = tk.Label(master, text='Confirm New Password', bg='white', font=('times', 12, ' bold '))
98 | lbl6.place(x=10, y=80)
99 | global nnew
100 | nnew = tk.Entry(master, width=25, fg="black", relief='solid',font=('times', 12, ' bold '),show='*')
101 | nnew.place(x=180, y=80)
102 | cancel=tk.Button(master,text="Cancel", command=master.destroy ,fg="black" ,bg="red" ,height=1,width=25 , activebackground = "white" ,font=('times', 10, ' bold '))
103 | cancel.place(x=200, y=120)
104 | save1 = tk.Button(master, text="Save", command=save_pass, fg="black", bg="#3ece48", height = 1,width=25, activebackground="white", font=('times', 10, ' bold '))
105 | save1.place(x=10, y=120)
106 | master.mainloop()
107 |
108 | #####################################################################################
109 |
110 | def psw():
111 | assure_path_exists("TrainingImageLabel/")
112 | exists1 = os.path.isfile("TrainingImageLabel\psd.txt")
113 | if exists1:
114 | tf = open("TrainingImageLabel\psd.txt", "r")
115 | key = tf.read()
116 | else:
117 | new_pas = tsd.askstring('Old Password not found', 'Please enter a new password below', show='*')
118 | if new_pas == None:
119 | mess._show(title='No Password Entered', message='Password not set!! Please try again')
120 | else:
121 | tf = open("TrainingImageLabel\psd.txt", "w")
122 | tf.write(new_pas)
123 | mess._show(title='Password Registered', message='New password was registered successfully!!')
124 | return
125 | password = tsd.askstring('Password', 'Enter Password', show='*')
126 | if (password == key):
127 | TrainImages()
128 | elif (password == None):
129 | pass
130 | else:
131 | mess._show(title='Wrong Password', message='You have entered wrong password')
132 |
133 | ######################################################################################
134 |
135 | def clear():
136 | txt.delete(0, 'end')
137 | res = "1)Take Images >>> 2)Save Profile"
138 | message1.configure(text=res)
139 |
140 |
141 | def clear2():
142 | txt2.delete(0, 'end')
143 | res = "1)Take Images >>> 2)Save Profile"
144 | message1.configure(text=res)
145 |
146 | #######################################################################################
147 |
148 | def TakeImages():
149 | check_haarcascadefile()
150 | columns = ['SERIAL NO.', '', 'ID', '', 'NAME']
151 | assure_path_exists("StudentDetails/")
152 | assure_path_exists("TrainingImag=e/")
153 | serial = 0
154 | exists = os.path.isfile("StudentDetails\StudentDetails.csv")
155 | if exists:
156 | with open("StudentDetails\StudentDetails.csv", 'r') as csvFile1:
157 | reader1 = csv.reader(csvFile1)
158 | for l in reader1:
159 | serial = serial + 1
160 | serial = (serial // 2)
161 | csvFile1.close()
162 | else:
163 | with open("StudentDetails\StudentDetails.csv", 'a+') as csvFile1:
164 | writer = csv.writer(csvFile1)
165 | writer.writerow(columns)
166 | serial = 1
167 | csvFile1.close()
168 | Id = (txt.get())
169 | name = (txt2.get())
170 | if ((name.isalpha()) or (' ' in name)):
171 | cam = cv2.VideoCapture(0)
172 | harcascadePath = "haarcascade_frontalface_default.xml"
173 | detector = cv2.CascadeClassifier(harcascadePath)
174 | sampleNum = 0
175 | while (True):
176 | ret, img = cam.read()
177 | gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
178 | faces = detector.detectMultiScale(gray, 1.3, 5)
179 | for (x, y, w, h) in faces:
180 | cv2.rectangle(img, (x, y), (x + w, y + h), (255, 0, 0), 2)
181 | # incrementing sample number
182 | sampleNum = sampleNum + 1
183 | # saving the captured face in the dataset folder TrainingImage
184 | cv2.imwrite("TrainingImage\ " + name + "." + str(serial) + "." + Id + '.' + str(sampleNum) + ".jpg",
185 | gray[y:y + h, x:x + w])
186 | # display the frame
187 | cv2.imshow('Taking Images', img)
188 | # wait for 100 miliseconds
189 | if cv2.waitKey(100) & 0xFF == ord('q'):
190 | break
191 | # break if the sample number is morethan 100
192 | elif sampleNum > 100:
193 | break
194 | cam.release()
195 | cv2.destroyAllWindows()
196 | res = "Images Taken for ID : " + Id
197 | row = [serial, '', Id, '', name]
198 | with open('StudentDetails\StudentDetails.csv', 'a+') as csvFile:
199 | writer = csv.writer(csvFile)
200 | writer.writerow(row)
201 | csvFile.close()
202 | message1.configure(text=res)
203 | else:
204 | if (name.isalpha() == False):
205 | res = "Enter Correct name"
206 | message.configure(text=res)
207 |
208 | ########################################################################################
209 |
210 | def TrainImages():
211 | check_haarcascadefile()
212 | assure_path_exists("TrainingImageLabel/")
213 | recognizer = cv2.face_LBPHFaceRecognizer.create()
214 | harcascadePath = "haarcascade_frontalface_default.xml"
215 | detector = cv2.CascadeClassifier(harcascadePath)
216 | faces, ID = getImagesAndLabels("TrainingImage/")
217 | try:
218 | recognizer.train(faces, np.array(ID))
219 | except:
220 | mess._show(title='No Registrations', message='Please Register someone first!!!')
221 | return
222 | recognizer.save("TrainingImageLabel\Trainner.yml")
223 | res = "Profile Saved Successfully"
224 | message1.configure(text=res)
225 | message.configure(text='Total Registrations till now : ' + str(ID[0]))
226 |
227 | ############################################################################################3
228 |
229 | def getImagesAndLabels(path):
230 | # get the path of all the files in the folder
231 | imagePaths = [os.path.join(path, f) for f in os.listdir(path)]
232 | # create empth face list
233 | faces = []
234 | # create empty ID list
235 | Ids = []
236 | # now looping through all the image paths and loading the Ids and the images
237 | for imagePath in imagePaths:
238 | # loading the image and converting it to gray scale
239 | pilImage = Image.open(imagePath).convert('L')
240 | # Now we are converting the PIL image into numpy array
241 | imageNp = np.array(pilImage, 'uint8')
242 | # getting the Id from the image
243 | ID = int(os.path.split(imagePath)[-1].split(".")[1])
244 | # extract the face from the training image sample
245 | faces.append(imageNp)
246 | Ids.append(ID)
247 | return faces, Ids
248 |
249 | ###########################################################################################
250 |
251 | def TrackImages():
252 | check_haarcascadefile()
253 | assure_path_exists("Attendance/")
254 | assure_path_exists("StudentDetails/")
255 | for k in tv.get_children():
256 | tv.delete(k)
257 | msg = ''
258 | i = 0
259 | j = 0
260 | recognizer = cv2.face.LBPHFaceRecognizer_create() # cv2.createLBPHFaceRecognizer()
261 | exists3 = os.path.isfile("TrainingImageLabel\Trainner.yml")
262 | if exists3:
263 | recognizer.read("TrainingImageLabel\Trainner.yml")
264 | else:
265 | mess._show(title='Data Missing', message='Please click on Save Profile to reset data!!')
266 | return
267 | harcascadePath = "haarcascade_frontalface_default.xml"
268 | faceCascade = cv2.CascadeClassifier(harcascadePath);
269 |
270 | cam = cv2.VideoCapture(0)
271 | font = cv2.FONT_HERSHEY_SIMPLEX
272 | col_names = ['Id', '', 'Name', '', 'Date', '', 'Time']
273 | exists1 = os.path.isfile("StudentDetails\StudentDetails.csv")
274 | if exists1:
275 | df = pd.read_csv("StudentDetails\StudentDetails.csv")
276 | else:
277 | mess._show(title='Details Missing', message='Students details are missing, please check!')
278 | cam.release()
279 | cv2.destroyAllWindows()
280 | window.destroy()
281 | while True:
282 | ret, im = cam.read()
283 | gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)
284 | faces = faceCascade.detectMultiScale(gray, 1.2, 5)
285 | for (x, y, w, h) in faces:
286 | cv2.rectangle(im, (x, y), (x + w, y + h), (225, 0, 0), 2)
287 | serial, conf = recognizer.predict(gray[y:y + h, x:x + w])
288 | if (conf < 50):
289 | ts = time.time()
290 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
291 | timeStamp = datetime.datetime.fromtimestamp(ts).strftime('%H:%M:%S')
292 | aa = df.loc[df['SERIAL NO.'] == serial]['NAME'].values
293 | ID = df.loc[df['SERIAL NO.'] == serial]['ID'].values
294 | ID = str(ID)
295 | ID = ID[1:-1]
296 | bb = str(aa)
297 | bb = bb[2:-2]
298 | attendance = [str(ID), '', bb, '', str(date), '', str(timeStamp)]
299 |
300 | else:
301 | Id = 'Unknown'
302 | bb = str(Id)
303 | cv2.putText(im, str(bb), (x, y + h), font, 1, (255, 255, 255), 2)
304 | cv2.imshow('Taking Attendance', im)
305 | if (cv2.waitKey(1) == ord('q')):
306 | break
307 | ts = time.time()
308 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
309 | exists = os.path.isfile("Attendance\Attendance_" + date + ".csv")
310 | if exists:
311 | with open("Attendance\Attendance_" + date + ".csv", 'a+') as csvFile1:
312 | writer = csv.writer(csvFile1)
313 | writer.writerow(attendance)
314 | csvFile1.close()
315 | else:
316 | with open("Attendance\Attendance_" + date + ".csv", 'a+') as csvFile1:
317 | writer = csv.writer(csvFile1)
318 | writer.writerow(col_names)
319 | writer.writerow(attendance)
320 | csvFile1.close()
321 | with open("Attendance\Attendance_" + date + ".csv", 'r') as csvFile1:
322 | reader1 = csv.reader(csvFile1)
323 | for lines in reader1:
324 | i = i + 1
325 | if (i > 1):
326 | if (i % 2 != 0):
327 | iidd = str(lines[0]) + ' '
328 | tv.insert('', 0, text=iidd, values=(str(lines[2]), str(lines[4]), str(lines[6])))
329 | csvFile1.close()
330 | cam.release()
331 | cv2.destroyAllWindows()
332 |
333 | ######################################## USED STUFFS ############################################
334 |
335 | global key
336 | key = ''
337 |
338 | ts = time.time()
339 | date = datetime.datetime.fromtimestamp(ts).strftime('%d-%m-%Y')
340 | day,month,year=date.split("-")
341 |
342 | mont={'01':'January',
343 | '02':'February',
344 | '03':'March',
345 | '04':'April',
346 | '05':'May',
347 | '06':'June',
348 | '07':'July',
349 | '08':'August',
350 | '09':'September',
351 | '10':'October',
352 | '11':'November',
353 | '12':'December'
354 | }
355 |
356 | ######################################## GUI FRONT-END ###########################################
357 |
358 | window = tk.Tk()
359 | window.geometry("1280x720")
360 | window.resizable(True,False)
361 | window.title("Attendance System")
362 | window.configure(background='#262523')
363 |
364 | frame1 = tk.Frame(window, bg="#00aeff")
365 | frame1.place(relx=0.11, rely=0.17, relwidth=0.39, relheight=0.80)
366 |
367 | frame2 = tk.Frame(window, bg="#00aeff")
368 | frame2.place(relx=0.51, rely=0.17, relwidth=0.38, relheight=0.80)
369 |
370 | message3 = tk.Label(window, text="Face Recognition Based Attendance System" ,fg="white",bg="#262523" ,width=55 ,height=1,font=('times', 29, ' bold '))
371 | message3.place(x=10, y=10)
372 |
373 | frame3 = tk.Frame(window, bg="#c4c6ce")
374 | frame3.place(relx=0.52, rely=0.09, relwidth=0.09, relheight=0.07)
375 |
376 | frame4 = tk.Frame(window, bg="#c4c6ce")
377 | frame4.place(relx=0.36, rely=0.09, relwidth=0.16, relheight=0.07)
378 |
379 | datef = tk.Label(frame4, text = day+"-"+mont[month]+"-"+year+" | ", fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
380 | datef.pack(fill='both',expand=1)
381 |
382 | clock = tk.Label(frame3,fg="orange",bg="#262523" ,width=55 ,height=1,font=('times', 22, ' bold '))
383 | clock.pack(fill='both',expand=1)
384 | tick()
385 |
386 | head2 = tk.Label(frame2, text=" For New Registrations ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
387 | head2.grid(row=0,column=0)
388 |
389 | head1 = tk.Label(frame1, text=" For Already Registered ", fg="black",bg="#3ece48" ,font=('times', 17, ' bold ') )
390 | head1.place(x=0,y=0)
391 |
392 | lbl = tk.Label(frame2, text="Enter ID",width=20 ,height=1 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold ') )
393 | lbl.place(x=80, y=55)
394 |
395 | txt = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold '))
396 | txt.place(x=30, y=88)
397 |
398 | lbl2 = tk.Label(frame2, text="Enter Name",width=20 ,fg="black" ,bg="#00aeff" ,font=('times', 17, ' bold '))
399 | lbl2.place(x=80, y=140)
400 |
401 | txt2 = tk.Entry(frame2,width=32 ,fg="black",font=('times', 15, ' bold ') )
402 | txt2.place(x=30, y=173)
403 |
404 | message1 = tk.Label(frame2, text="1)Take Images >>> 2)Save Profile" ,bg="#00aeff" ,fg="black" ,width=39 ,height=1, activebackground = "yellow" ,font=('times', 15, ' bold '))
405 | message1.place(x=7, y=230)
406 |
407 | message = tk.Label(frame2, text="" ,bg="#00aeff" ,fg="black" ,width=39,height=1, activebackground = "yellow" ,font=('times', 16, ' bold '))
408 | message.place(x=7, y=450)
409 |
410 | lbl3 = tk.Label(frame1, text="Attendance",width=20 ,fg="black" ,bg="#00aeff" ,height=1 ,font=('times', 17, ' bold '))
411 | lbl3.place(x=100, y=115)
412 |
413 | res=0
414 | exists = os.path.isfile("StudentDetails\StudentDetails.csv")
415 | if exists:
416 | with open("StudentDetails\StudentDetails.csv", 'r') as csvFile1:
417 | reader1 = csv.reader(csvFile1)
418 | for l in reader1:
419 | res = res + 1
420 | res = (res // 2) - 1
421 | csvFile1.close()
422 | else:
423 | res = 0
424 | message.configure(text='Total Registrations till now : '+str(res))
425 |
426 | ##################### MENUBAR #################################
427 |
428 | menubar = tk.Menu(window,relief='ridge')
429 | filemenu = tk.Menu(menubar,tearoff=0)
430 | filemenu.add_command(label='Change Password', command = change_pass)
431 | filemenu.add_command(label='Contact Us', command = contact)
432 | filemenu.add_command(label='Exit',command = window.destroy)
433 | menubar.add_cascade(label='Help',font=('times', 29, ' bold '),menu=filemenu)
434 |
435 | ################## TREEVIEW ATTENDANCE TABLE ####################
436 |
437 | tv= ttk.Treeview(frame1,height =13,columns = ('name','date','time'))
438 | tv.column('#0',width=82)
439 | tv.column('name',width=130)
440 | tv.column('date',width=133)
441 | tv.column('time',width=133)
442 | tv.grid(row=2,column=0,padx=(0,0),pady=(150,0),columnspan=4)
443 | tv.heading('#0',text ='ID')
444 | tv.heading('name',text ='NAME')
445 | tv.heading('date',text ='DATE')
446 | tv.heading('time',text ='TIME')
447 |
448 | ###################### SCROLLBAR ################################
449 |
450 | scroll=ttk.Scrollbar(frame1,orient='vertical',command=tv.yview)
451 | scroll.grid(row=2,column=4,padx=(0,100),pady=(150,0),sticky='ns')
452 | tv.configure(yscrollcommand=scroll.set)
453 |
454 | ###################### BUTTONS ##################################
455 |
456 | clearButton = tk.Button(frame2, text="Clear", command=clear ,fg="black" ,bg="#ea2a2a" ,width=11 ,activebackground = "white" ,font=('times', 11, ' bold '))
457 | clearButton.place(x=335, y=86)
458 | clearButton2 = tk.Button(frame2, text="Clear", command=clear2 ,fg="black" ,bg="#ea2a2a" ,width=11 , activebackground = "white" ,font=('times', 11, ' bold '))
459 | clearButton2.place(x=335, y=172)
460 | takeImg = tk.Button(frame2, text="Take Images", command=TakeImages ,fg="white" ,bg="blue" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
461 | takeImg.place(x=30, y=300)
462 | trainImg = tk.Button(frame2, text="Save Profile", command=psw ,fg="white" ,bg="blue" ,width=34 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
463 | trainImg.place(x=30, y=380)
464 | trackImg = tk.Button(frame1, text="Take Attendance", command=TrackImages ,fg="black" ,bg="yellow" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
465 | trackImg.place(x=30,y=50)
466 | quitWindow = tk.Button(frame1, text="Quit", command=window.destroy ,fg="black" ,bg="red" ,width=35 ,height=1, activebackground = "white" ,font=('times', 15, ' bold '))
467 | quitWindow.place(x=30, y=450)
468 |
469 | ##################### END ######################################
470 |
471 | window.configure(menu=menubar)
472 | window.mainloop()
473 |
474 | ####################################################################################################
475 |
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/FaceAttendance/requirements.txt:
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1 | tk-tools
2 | opencv-contrib-python
3 | datetime
4 | pytest-shutil
5 | python-csv
6 | numpy
7 | pillow
8 | pandas
9 | times
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/Marksheet update using tkinter simple project/Marksheet.xlsx:
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https://raw.githubusercontent.com/BarathkumarJK/Projects/7ce9d078634207925fdc2c0ba07f4b3225d2c4c4/Marksheet update using tkinter simple project/Marksheet.xlsx
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/Marksheet update using tkinter simple project/mainapp.py:
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1 | from tkinter import *
2 | import pandas as pd
3 |
4 | def submit_fields():
5 | path = 'D:\Projects\simple projects\Marksheet update project\Marksheet.xlsx'
6 | df1 = pd.read_excel(path)
7 | columns = ['Roll No', 'Name', 'Maths', 'COA', 'DLD', 'FAIDS', 'OOPJ', 'DS']
8 | data = {col: pd.Series(entry.get()) for col, entry in zip(columns, entries)}
9 |
10 | df2 = df1.append(pd.DataFrame(data), ignore_index=True)
11 | df2.to_excel(path, index=False)
12 | clear_entries()
13 |
14 | def clear_entries():
15 | for entry in entries:
16 | entry.delete(0, END)
17 |
18 | app = Tk()
19 | app.title("Marksheet Generator")
20 | app.geometry("900x600")
21 |
22 | labels = ['Roll No', 'Name', 'Maths', 'COA', 'DLD', 'FAIDS', 'OOPJ', 'DS']
23 | entries = []
24 |
25 | for row, label in enumerate(labels, start=3):
26 | Label(app, text=label).grid(row=row, column=0, padx=5)
27 | entry = Entry(app)
28 | entry.grid(row=row, column=1)
29 | entries.append(entry)
30 |
31 | Button(app, text='Quit', command=app.quit).grid(row=11, column=0, pady=10)
32 | Button(app, text='Submit', command=submit_fields).grid(row=11, column=2, pady=4)
33 |
34 | mainloop()
35 |
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/README.md:
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1 | # Projects
2 | In This repo I will add my simple projects source code .
3 |
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