python - VideoWriter 输出损坏的视频文件

Question

这是我保存 web_cam 流的代码。它正在工作，但输出视频文件的问题。

import numpy as np
import cv2

cap = cv2.VideoCapture(0)

# Define the codec and create VideoWriter object
#fourcc = cv2.cv.CV_FOURCC(*'DIVX')
#out = cv2.VideoWriter('output.avi',fourcc, 20.0, (640,480))
out = cv2.VideoWriter('output.avi', -1, 20.0, (640,480))

while(cap.isOpened()):
    ret, frame = cap.read()
    if ret==True:
        frame = cv2.flip(frame,0)

        # write the flipped frame
        out.write(frame)

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

# Release everything if job is finished
cap.release()
out.release()
cv2.destroyAllWindows()

Answer 1

这是将帧保存到视频文件中的一些简单代码。我建议创建另一个线程来获取自 cv2.VideoCapture.read() 以来的帧正在阻塞。这可能很昂贵并导致延迟，因为主线程必须等待直到获得帧。通过将此操作放入一个单独的线程中，该线程只专注于在主线程中抓取帧和处理/保存帧，由于减少了 I/O 延迟，它显着提高了性能。您也可以尝试使用其他编解码器，但使用 MJPG 应该是安全的，因为它内置于 OpenCV 中。

from threading import Thread
import cv2

class WebcamVideoWriter(object):
    def __init__(self, src=0):
        # Create a VideoCapture object
        self.capture = cv2.VideoCapture(src)

        # Default resolutions of the frame are obtained (system dependent)
        self.frame_width = int(self.capture.get(3))
        self.frame_height = int(self.capture.get(4))

        # Set up codec and output video settings
        self.codec = cv2.VideoWriter_fourcc('M','J','P','G')
        self.output_video = cv2.VideoWriter('output.avi', self.codec, 30, (self.frame_width, self.frame_height))

        # Start the thread to read frames from the video stream
        self.thread = Thread(target=self.update, args=())
        self.thread.daemon = True
        self.thread.start()

    def update(self):
        # Read the next frame from the stream in a different thread
        while True:
            if self.capture.isOpened():
                (self.status, self.frame) = self.capture.read()

    def show_frame(self):
        # Display frames in main program
        if self.status:
            cv2.imshow('frame', self.frame)

        # Press Q on keyboard to stop recording
        key = cv2.waitKey(1)
        if key == ord('q'):
            self.capture.release()
            self.output_video.release()
            cv2.destroyAllWindows()
            exit(1)

    def save_frame(self):
        # Save obtained frame into video output file
        self.output_video.write(self.frame)

if __name__ == '__main__':
    webcam_videowriter = WebcamVideoWriter()
    while True:
        try:
            webcam_videowriter.show_frame()
            webcam_videowriter.save_frame()
        except AttributeError:
            pass