python人脸识别代码
时间: 2023-09-03 10:07:07 浏览: 77
可以使用Python中的多种库来实现人脸识别,常用的有OpenCV、Face Recognition、Dlib等。以下是一个使用OpenCV实现的简单示例代码:
```
import cv2
import sys
cascPath = sys.argv[1]
faceCascade = cv2.CascadeClassifier(cascPath)
video_capture = cv2.VideoCapture(0)
while True:
# Capture frame-by-frame
ret, frame = video_capture.read()
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
faces = faceCascade.detectMultiScale(
gray,
scaleFactor=1.1,
minNeighbors=5,
minSize=(30, 30),
flags=cv2.CASCADE_SCALE_IMAGE
)
# Draw a rectangle around the faces
for (x, y, w, h) in faces:
cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)
# Display the resulting frame
cv2.imshow('Video', frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything is done, release the capture
video_capture.release()
cv2.destroyAllWindows()
```
该代码使用了OpenCV库中的CascadeClassifier方法来进行人脸检测,当检测到人脸时,通过在图像中绘制矩形框来标记人脸位置,最终在屏幕上实时显示检测到的图像。
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