使用摄像头实例：

#coding:utf-8
import cv2
def video_capture():
    camera = cv2.VideoCapture(0)
    while (True):
        ret, frame = camera.read()
        if ret == True:
            image = cv2.cvtColor(frame,  cv2.COLOR_BGR2GRAY)
            cv2.imshow("image", image)
            if cv2.waitKey(1) & 0xFF == ord('q'):
                break
        else:
            print("Camera read return None")
            break
    if camera.isOpened() == False:
        print("Can not Open Camera")
    camera.release()
    cv2.destroyAllWindows()
if __name__ == '__main__':
    video_capture()

系统未安装python-opencv的情况下，

import cv2

会出现ImportError,但是如果使用如下操作安装opencv-python(opencv API)

pip install opencv-python

引入cv2时不会出现错误，但是摄像头会出问题，具体问题体现如下：

• read()返回的ret永远为False，frame永远为None
• camera.isOpened()返回永远为False
• cvtColor，imshow等错误

总结：opencv使用摄像头时，tensorflow环境需要卸载opencv-python并安装python-opencv

pip uninstall opencv-python
sudo apt install python-opencv

https://blog.csdn.net/fangzhengshu/article/details/78530230