# ***Main.py***
import os
import cv2
import numpy as np
import face_recognition
from datetime import datetime
path = 'MainImages' // containes simple images
images = []
classNames = []
myList = os.listdir(path)
for cl in myList:
curImg = cv2.imread(f'{path}/{cl}')
images.append(curImg)
classNames.append(os.path.splitext(cl)[0])
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
def markAttendance(name):
with open('Attendance.csv','r+') as f:
myDataList = f.readlines()
nameList = []
for line in myDataList:
entry = line.split(',')
nameList.append(entry[0])
if name not in nameList:
now = datetime.now()
dtString = now.strftime('%H:%M:%S')
f.writelines(f'\n{name},{dtString}')
encodeListKnown = findEncodings(images)
print('Encoding Complete')
cap = cv2.VideoCapture(0)
while True:
success, img = cap.read()
imgS = cv2.resize(img, (0, 0), None, 0.25, 0.25)
imgS = cv2.cvtColor(imgS, cv2.COLOR_BGR2RGB)
facesCurFrame = face_recognition.face_locations(imgS)
encodesCurFrame = face_recognition.face_encodings(imgS, facesCurFrame)
for encodeFace, faceLoc in zip(encodesCurFrame, facesCurFrame):
matches = face_recognition.compare_faces(encodeListKnown, encodeFace)
faceDis = face_recognition.face_distance(encodeListKnown, encodeFace)
matchIndex = np.argmin(faceDis)
if matches[matchIndex]:
name = classNames[matchIndex].upper()
y1, x2, y2, x1 = faceLoc
y1, x2, y2, x1 = y1*4, x2*4, y2*4, x1*4
cv2.rectangle(img, (x1, y1), (x2, y2), (0, 255, 0), 2)
cv2.rectangle(img, (x1, y2-35), (x2, y2), (0, 255, 0), cv2.FILLED)
cv2.putText(img, name, (x1+6, y2-6), cv2.FONT_HERSHEY_COMPLEX, 1, (255, 255, 255), 2)
markAttendance(name)
cv2.imshow('Webcam', img)
cv2.waitKey(1)
请有人能弄清楚,当我在面部摄像头中显示一张脸时,它正在Attendance.csv 中写入出勤率,但当我在相机中显示时,它会多次写入同一行。请有人解决这个问题,我正在尝试,但它不起作用。我是初学者请帮忙。
我很努力,但没有成功。我多次期待它能起作用。
我无法运行代码,但我认为你的缩进有误
markAttendance
,
您在
if
循环中使用 for
,它可能会在每个循环中写入新行。
您应该首先运行所有
for
循环来获取所有数据,然后运行if
来检查名称。
def markAttendance(name):
with open('Attendance.csv', 'r+') as f:
# --- loop ---
nameList = []
for line in f:
entry = line.split(',')
nameList.append(entry[0])
# --- after loop ---
if name not in nameList:
dt = datetime.now().strftime('%H:%M:%S')
f.writelines(f'\n{name},{dt}')