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EncodeGenerator.py
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34 lines (28 loc) · 826 Bytes
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import cv2
import face_recognition
import pickle
import os
# Importing the student images
folderPath = 'Images'
pathList = os.listdir(folderPath)
imgList = []
studentIds =[]
for path in pathList:
imgList.append(cv2.imread(os.path.join(folderPath, path)))
studentIds.append(os.path.splitext(path)[0])
# print(len(imgModeList))
def findEncodings(imagesList):
encodeList=[]
for img in imagesList:
img = cv2.cvtColor(img,cv2.COLOR_BGR2RGB)
encode = face_recognition.face_encodings(img)[0]
encodeList.append(encode)
return encodeList
print("Encoding...")
encodeListKnown = findEncodings(imgList)
encodeListKnownWithIds = [encodeListKnown, studentIds]
print("Completed...")
file = open("EncodeFile.p", "wb")
pickle.dump(encodeListKnownWithIds, file)
file.close()
print("File Saved")