FaceRecognitionRealTime/EncodeGenerator.py at main · codewithdhruba01/FaceRecognitionRealTime · GitHub

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from uu import encode
import cv2
import os
import face_recognition
import pickle


#import Student Images
folderPath = 'images'
pathList = os.listdir(folderPath)
print(pathList)
imgList = []
studentIds = []
for path in pathList:
    imgList.append(cv2.imread(os.path.join(folderPath,path)))
    studentIds.append(os.path.splitext(path)[0])
    # print(path)
    # print(os.path.splitext(path)[0])
print(studentIds)

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 Started ....")
    encodeListKnown = findEncodings(imgList)
    encodeListKnownWithIds = [encodeListKnown,studentIds]
    print("Encoding Complete")

    file = open("EncodeFile.p",'wb')
    pickle.dump(encodeListKnownWithIds,file)
    file.close()
    print("File Saved")