我通过网络摄像头识别人脸,我有一些图像的数据集。 当我尝试用静态名称保存图像时,它会保存该图像,但当我尝试在循环中保存图像时,它不会保存
文件夹目录
imagesAttendance[文件夹]
imageResult[文件夹]
start.py
结束文件夹目录
start.py
import cv2
import numpy as np
import face_recognition
import os
from datetime import datetime
from PIL import Image
# from PIL import ImageGrab
path = 'ImagesAttendance'
saveResults = 'ImageResult'
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
def markAttendance(name, img):
with open('Attendance.csv','r+') as f:
myDataList = f.readlines()
nameList = []
for line in myDataList:
entry = line.split(',')
nameList.append(entry[0])
now = datetime.now()
dtString = now.strftime('%H:%M:%S')
f.writelines(f'\n{name},{dtString}')
## saving image into database
im = Image.fromarray(img)
datee = str(now)
cv2.imwrite('ImageResult/Image'+'anyname'+'.jpg', img)### this is working
# cv2.imwrite('ImageResult/Image'+datee+'.jpg', img)### this is not working
#### FOR CAPTURING SCREEN RATHER THAN WEBCAM
# def captureScreen(bbox=(300,300,690+300,530+300)):
# capScr = np.array(ImageGrab.grab(bbox))
# capScr = cv2.cvtColor(capScr, cv2.COLOR_RGB2BGR)
# return capScr
encodeListKnown = findEncodings(images)
print('Encoding Complete')
cap = cv2.VideoCapture(0)
while True:
success, img = cap.read()
#img = captureScreen()
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)
#print(faceDis)
matchIndex = np.argmin(faceDis)
if matches[matchIndex]:
name = classNames[matchIndex].upper()
#print(name)
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, img)
cv2.imshow('Webcam',img)
cv2.waitKey(1)
使用saveMatch()函数
def markAttendance(name, img):
with open('Attendance.csv','r+') as f:
...
cv2.imwrite('ImageResult/Image'+'anyname'+'.jpg', img)### this is working
saveMatch()函数不起作用
def markAttendance(name, img):
with open('Attendance.csv','r+') as f:
...
cv2.imwrite('ImageResult/Image'+datee+'.jpg', img)### this is not working
我想在ImageResult目录中保存所有检测到的图像
重要提示:
在Macbook和Linux中,saveMatch()函数将与Date一起使用,因为操作系统允许您将文件保存为
:
等字符问题:
在Windows中,
:
是文件名的无效字符如果您试图在Windows中保存具有invaild字符的文件,您可以在下面的代码中看到使用函数str(datetime.now()获得的结果
您可以在链接中阅读有关Comparison of filename limitations的更多信息
解决方案:
您可以使用下一种方法修复它:
您可以找到有关datetime包here的strftime()函数的更多信息
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