I try to make an attendance system via face recognition using computer vision technologies.
Python Version: 3.8.10
The code is given below,
import cv2
import numpy as np
import face_recognition
import os
path = 'attendanceImages'
images = []
classNames = []
myList = os.listdir(path)
print(myList)
for cl in myList:
curImg = cv2.imread(f"{path} / {cl}")
images.append(curImg)
classNames.append(os.path.splitext(cl)[0])
print(classNames)
def findEncodings(images):
encodeList = []
for img in images:
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
encode = face_recognition.face_encodings(img)[0]
encodeList.append(encode)
return encodeList
encodeListKnown = findEncodings(images)
print(len(encodeListKnown)) ##--> It would be printed the length of dataset
Note:- After print(len(encodeListKnown))
print it would be show the length but for the error it's failed
The faced error is given below,
Traceback (most recent call last):
File "/home/imdadul/PycharmProjects/faceVerification/AttendanceViaFace.py", line 25, in <module>
encodeListKnown = findEncodings(images)
File "/home/imdadul/PycharmProjects/faceVerification/AttendanceViaFace.py", line 20, in findEncodings
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.error: OpenCV(4.5.2) /tmp/pip-req-build-sl2aelck/opencv/modules/imgproc/src/color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cvtColor'
['sohelRana.jpg', 'apurbo.jpg', 'RamCharan.jpg', 'ananyaPanday.jpg', 'imdadulHaque.jpg']
['sohelRana', 'apurbo', 'RamCharan', 'ananyaPanday', 'imdadulHaque']
Process finished with exit code 1
For checking Version of installed packages is given attached file, please concern there.
The problem is solved!
I made error in
curImg = cv2.imread(f"{path}/{cl}")
, this line. I should remove the spaces before and after from/
. And that's it. Actually, it was not found the correct location and now it's solved!