Python OpenCV读取视频报错的问题解决
最近由于项目的需要,经常需要使用opencv读视频操作,会经常遇到一个问题,就是视频读完之后会出现报错的情况,虽然不影响代码结果,但是对于吹毛求疵的我实在忍受不了。
会报错的程序:
# -*-coding:utf-8-*- """ File Name: read_video.py Program IDE: PyCharm Create File By Author: Hong """ import cv2 def read_video(video_path: str): """ OpenCV读视频小工具,解决视频读完报错的问题 :param video_path: 输入需要读取的视频文件路径 :return: 没有返回值 """ print('视频路径:', video_path) cap = cv2.VideoCapture(video_path) while cap.isOpened(): # get a frame ret, frame = cap.read() cv2.imshow("capture", frame) if cv2.waitKey(1) & 0xFF == ord('q'): break print('视频读完!') cap.release() cv2.destroyAllWindows() if __name__ == '__main__': path = r'D:\multi_insect_videos\multi_object00.mp4' read_video(path)
可以把视频正常读完,但是结果会输出错误
Traceback (most recent call last): File "E:/PyCharmDocument/create_ST_image/multi_insect_processing/crop_video_to_images.py", line 76, in <module> read_video(path) File "E:/PyCharmDocument/create_ST_image/multi_insect_processing/crop_video_to_images.py", line 65, in read_video cv2.imshow("capture", frame) cv2.error: OpenCV(4.5.3) C:\Users\runneradmin\AppData\Local\Temp\pip-req-build-uzca7qz1\opencv\modules\imgproc\src\color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cv::cvtColor'
原因是视频结束后,opencv的imshow()函数读不了帧就出错了。解决方法:在imshow()之前加入判断,只有当有帧时才读,没有帧时直接退出循环。
不会报错的代码:
# -*-coding:utf-8-*- """ File Name: read_video.py Program IDE: PyCharm Create File By Author: Hong """ import cv2 def read_video(video_path: str): """ OpenCV读视频小工具,解决视频读完报错的问题 :param video_path: 输入需要读取的视频文件路径 :return: 没有返回值 """ print('视频路径:', video_path) cap = cv2.VideoCapture(video_path) while cap.isOpened(): # get a frame ret, frame = cap.read() if not ret: break cv2.imshow("capture", frame) if cv2.waitKey(1) & 0xFF == ord('q'): break print('视频读完!') cap.release() cv2.destroyAllWindows() if __name__ == '__main__': path = r'D:\multi_insect_videos\multi_object00.mp4' read_video(path)
程序输出结果:
视频路径: D:\multi_insect_videos\multi_object00.mp4 视频读完! Process finished with exit code 0
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