Python程序调用摄像头实现人脸识别

使用简单代码实现摄像头进行在线人脸识别

import cv2
import sys
import logging as log
import datetime as dt
from time import sleep

cascPath = "D:\\Python27\\Lib\\site-packages\\cv2\\data\\haarcascade_frontalface_alt2.xml"
faceCascade = cv2.CascadeClassifier(cascPath)

# 打开视频捕获设备
video_capture = cv2.VideoCapture(0)

while True:
    if not video_capture.isOpened():
        print('Unable to load camera.')
        sleep(5)
    pass
    # 读视频帧
    ret, frame = video_capture.read()

    # 转为灰度图像
    gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)

    # 调用分类器进行检测
    faces = faceCascade.detectMultiScale(
    gray,
    scaleFactor=1.1,
    minNeighbors=5,
    minSize=(30, 30),
    #flags=cv2.cv.CV_HAAR_SCALE_IMAGE
    )

    # 画矩形框
    for (x, y, w, h) in faces:
        cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)

# 显示视频
    cv2.imshow('Video', frame)

    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

# 关闭摄像头设备
video_capture.release()

# 关闭所有窗口
cv2.destroyAllWindows()

运行程序后按q键退出程序。注意一些模块的导入，否则代码无法运行。笔者使用笔记本运行程序，可以调用笔记本的摄像头进行人脸识别。