kmhmubin / face-recognition-attendance-system

Face Detection | Recognition | Attendance

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face-recognition-attendance-system's Issues

Project is not running

Packages are outdated and functions are old pls update it

Assembling Everything

Assembling everything both hardware and software. Test our machine. Finding bugs.

Attandence

What if the Their are Twin students there will be a confusion for attandence

Multiple image capture

The system is capturing multiple images and saving it in the folder. This might overload the server

Error Option 4

********** WELCOME MENU **********
[1] Check Camera
[2] Capture Faces
[3] Train Images
[4] Recognize & Attendance
[5] Auto Mail
[6] Quit
Enter Choice: 4
Traceback (most recent call last):
File "main.py", line 101, in
mainMenu()
File "main.py", line 47, in mainMenu
RecognizeFaces()
File "main.py", line 95, in RecognizeFaces
Recognize.recognize_attendence()
File "/Users/shreyasmore/Downloads/OpenSourceRepo/Face-Recognition-Attendance-System/FRAS/Recognize.py", line 30, in recognize_attendence
gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)
cv2.error: OpenCV(4.5.1) /private/var/folders/nz/vv4_9tw56nv9k3tkvyszvwg80000gn/T/pip-req-build-yvyj7qlp/opencv/modules/imgproc/src/color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cvtColor'

Buying Component

To complete this project we need to buy some components. Those components can build the face recognition system.
All those products are bought from this link below.
https://www.techshopbd.com/

Product Name

• HD WEBCAME

• Raspberry Pi

• MicroSD card

• Battary

• wires & other

Main.py has Python 2 code

The READMe.md file says this repo was built using Python 3.7. However, print statements in main.py in the Raspberry Pi files/ directory is Python 2:

print 'Training Done . . . '
print ' Done 2 . . . '

Learning Tools

To complete this project we need to learn some hardware and software tools which will be used in the whole project. We need to understand how tools work and how we can implement in our project.

Tools learning

• Webcam

• Raspberry Pi

• Raspbian Os

• Python

• OpenCV

Enter Choice: 4 Error

********** WELCOME MENU **********
[1] Check Camera
[2] Capture Faces
[3] Train Images
[4] Recognize & Attendance
[5] Auto Mail
[6] Quit
Enter Choice: 4
[ERROR:0] VIDEOIO(DSHOW): raised unknown C++ exception!

Traceback (most recent call last):
File ".\main.py", line 101, in
mainMenu()
File ".\main.py", line 41, in mainMenu
CaptureFaces()
File ".\main.py", line 79, in CaptureFaces
mainMenu()
File ".\main.py", line 44, in mainMenu
Trainimages()
File ".\main.py", line 88, in Trainimages
mainMenu()
File ".\main.py", line 47, in mainMenu
RecognizeFaces()
File ".\main.py", line 95, in RecognizeFaces
Recognize.recognize_attendence()
File "C:\Users\Administrator\Downloads\Compressed\Face-Recognition-Attendance-System-master\FRAS\Recognize.py", line 30, in recognize_attendence
gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)
cv2.error: OpenCV(4.1.0) C:\projects\opencv-python\opencv\modules\imgproc\src\color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cv::cvtColor'

Use Camera for Image Processing

Integration the code with hardware components Camera. Matching the file with the database.

Not working

i have installed everything and followed everything but when i try to run the project nothing happens not even an error comes
py main.py does not do anything

Enhancement

I want to add new features on it in which

1.the admin can calculate the total working hours or active hours of the employee which will show the total active hours and,
2. improve the UI of the system
Can I work on this??

Email attendance updated

Hi sir ,
After recognition it is not sending to my email.can you please help me to fix this issue.

Learning Image Processing

Learning how to apply facial recognition to video streams, building a complete deep learning pipeline for image classification. We need to learn OpenCV.

Learning checklist

• Face Recognition

• How do computer see an IMAGE

• What are the feature

• Face Algorithm

• How an Algorithm work

• Local Binary Patterns Histograms(LBPH)

• OpenCV

• OpenCV Cascade

• LBPH work with OpenCV

mian.py

python3: can't open file 'main.py': [Errno 2] No such file or directory

Capturing camera opening is too slow

Hi ,

I have faced two issue

1. Check Camera option opens camera but not closes after close button click
2. Capture image option : camera opening is too slow and movement is not working

Attendance Problem

during the step 4, it recognizes the person, but the camera stays on and nothing happens. Camera stays on recognizing the person and it never says attendance successful.

hi sir issue related to python-cvs instaling

hi sir

Unable to share mail

Traceback (most recent call last):
File "C:\Users\Hp\Downloads\Face-Recognition-Attendance-System-master\FRAS\automail.py", line 17, in
yag.send(
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\site-packages\yagmail\sender.py", line 156, in send
self.login()
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\site-packages\yagmail\sender.py", line 210, in login
self._login(self.credentials)
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\site-packages\yagmail\sender.py", line 229, in _login
self.smtp.login(self.user, password)
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\smtplib.py", line 750, in login
raise last_exception
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\smtplib.py", line 739, in login
(code, resp) = self.auth(
File "C:\Users\Hp\AppData\Local\Programs\Python\Python310\lib\smtplib.py", line 662, in auth
raise SMTPAuthenticationError(code, resp)
smtplib.SMTPAuthenticationError: (534, b'5.7.9 Application-specific password required. Learn more at\n5.7.9 https://support.google.com/mail/?p=InvalidSecondFactor z8-20020a170902ccc800b0016363b15acasm10419980ple.112 - gsmtp')

Option 3: Train Image - Path Error //Help!

Traceback (most recent call last):
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\main.py", line 101, in
mainMenu()
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\main.py", line 41, in mainMenu
CaptureFaces()
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\main.py", line 79, in CaptureFaces
mainMenu()
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\main.py", line 44, in mainMenu
Trainimages()
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\main.py", line 86, in Trainimages
Train_Image.TrainImages()
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\Train_Image.py", line 40, in TrainImages
faces, Id = getImagesAndLabels("TrainingImage")
File "C:\Users\Guddu\Face-Recognition-Attendance-System\FRAS\Train_Image.py", line 14, in getImagesAndLabels
imagePaths = [os.path.join(path, f) for f in os.listdir(path)]
FileNotFoundError: [WinError 3] The system cannot find the path specified: 'TrainingImage'

does it possible in real time CCTV camera ?

Research Materials

Datasets, field notes, oral histories/recordings, publications, presentations/papers delivered, substantive correspondence, etc.

• Raspberry PI

https://www.raspberrypi.org/education/

• Face Recognition With Python
  https://realpython.com/face-recognition-with-python/

• How Webcam work
  https://www.explainthatstuff.com/webcams.html

• Face Recognition with OpenCV
  https://docs.opencv.org/2.4/modules/contrib/doc/facerec/facerec_tutorial.html#local-binary-patterns-histograms

• Local Binary Patterns
  http://www.scholarpedia.org/article/Local_Binary_Patterns

• Face Recognition: Understanding LBPH Algorithm
  https://towardsdatascience.com/face-recognition-how-lbph-works-90ec258c3d6b?fbclid=IwAR1gjwpRsaNHi3fM-M_udy2zq96aYRxTMxSzsjMpGRZg5VBV1cFf_XnwQ7E

Addons to existing project

hello, Mubin myself Rahul I loved the efforts u have taken to do this project I would like to know how to generate a single CSV file for attendance details for a particular day and also how to add emotion detection to it.

cv2 error

Traceback (most recent call last):
File "C:\Users\sushi\Downloads\Face-Recognition-Attendance-System-master\Face-Recognition-Attendance-System-master\FRAS\Capture_Image.py", line 2, in
import cv2
ModuleNotFoundError: No module named 'cv2'

Process finished with exit code 1

problem in option 4

Traceback (most recent call last):
File "C:\Users\lssik\AppData\Local\Programs\Python\Python38\lib\site-packages\pandas\core\indexes\base.py", line 3361, in get_loc
return self._engine.get_loc(casted_key)
File "pandas_libs\index.pyx", line 76, in pandas._libs.index.IndexEngine.get_loc
File "pandas_libs\index.pyx", line 108, in pandas._libs.index.IndexEngine.get_loc
File "pandas_libs\hashtable_class_helper.pxi", line 5198, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas_libs\hashtable_class_helper.pxi", line 5206, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'Id'
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "C:\Users\lssik\AppData\Roaming\Python\Python38\site-packages\IPython\core\interactiveshell.py", line 3418, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "", line 1, in
runfile('C:/Users/lssik/Desktop/New folder/Face-Recognition-Attendance-System/Face-Recognition-Attendance-System/FRAS/main.py', wdir='C:/Users/lssik/Desktop/New folder/Face-Recognition-Attendance-System/Face-Recognition-Attendance-System/FRAS')
File "C:\Program Files\JetBrains\PyCharm Community Edition 2021.1\plugins\python-ce\helpers\pydev_pydev_bundle\pydev_umd.py", line 197, in runfile
pydev_imports.execfile(filename, global_vars, local_vars) # execute the script
File "C:\Program Files\JetBrains\PyCharm Community Edition 2021.1\plugins\python-ce\helpers\pydev_pydev_imps_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "C:/Users/lssik/Desktop/New folder/Face-Recognition-Attendance-System/Face-Recognition-Attendance-System/FRAS/main.py", line 101, in
mainMenu()
File "C:/Users/lssik/Desktop/New folder/Face-Recognition-Attendance-System/Face-Recognition-Attendance-System/FRAS/main.py", line 47, in mainMenu
RecognizeFaces()
File "C:/Users/lssik/Desktop/New folder/Face-Recognition-Attendance-System/Face-Recognition-Attendance-System/FRAS/main.py", line 95, in RecognizeFaces
Recognize.recognize_attendence()
File "C:\Users\lssik\Desktop\New folder\Face-Recognition-Attendance-System\Face-Recognition-Attendance-System\FRAS\Recognize.py", line 39, in recognize_attendence
aa = df.loc[df['Id'] == Id]['Name'].values
File "C:\Users\lssik\AppData\Local\Programs\Python\Python38\lib\site-packages\pandas\core\frame.py", line 3455, in getitem
indexer = self.columns.get_loc(key)
File "C:\Users\lssik\AppData\Local\Programs\Python\Python38\lib\site-packages\pandas\core\indexes\base.py", line 3363, in get_loc
raise KeyError(key) from err
KeyError: 'Id'

Invalid Choice. Enter 1-4

sorry no issue
\

Option 4 Error Path

Traceback (most recent call last):
File "main.py", line 101, in
mainMenu()
File "main.py", line 47, in mainMenu
RecognizeFaces()
File "main.py", line 95, in RecognizeFaces
Recognize.recognize_attendence()
File "/Users/shreyasmore/Downloads/OpenSourceRepo/Face-Recognition-Attendance-System/FRAS/Recognize.py", line 12, in recognize_attendence
recognizer.read("TrainingImageLabel"+os.sep+"Trainner.yml")
cv2.error: OpenCV(4.5.1) /private/var/folders/nz/vv4_9tw56nv9k3tkvyszvwg80000gn/T/pip-req-build-yvyj7qlp/opencv/modules/core/src/persistence.cpp:717: error: (-49:Unknown error code -49) Input file is invalid in function 'open'

Problem with recognition

The project fails to recognize and provide attendance update.

cv2 Error

Hi @kmhmubin
I'm facing some problems with the cv2 error on option 1,2,4 and I couldn't solve it.
Here the error:
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
cv2.error: OpenCV(4.7.0) D:\a\opencv-python\opencv-python\opencv\modules\imgproc\src\color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cv::cvtColor'

Thanks

Writing Code

Writing the code for face detection and the attendance system.

Bug fixes

Hey, I have the code which fixes the 'bugs', please reply if you want them.

T