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How to read videos from three cameras in the same time?

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Hello, I tried to getting videos from three cameras in the same time, but I have the following error, do you have any idea how to read videos from three cameras in python with opencv? It's possible? This is my code: import cv2 cap1 = cv2.VideoCapture(0) cap2 = cv2.VideoCapture(1) cap3 = cv2.VideoCapture(2) while True: print("In while") test1, frame1 = cap1.read() test2, frame2 = cap2.read() test3, frame3 = cap3.read() gray1 = cv2.cvtColor(frame1, cv2.COLOR_BGR2GRAY) gray2 = cv2.cvtColor(frame2, cv2.COLOR_BGR2GRAY) gray3 = cv2.cvtColor(frame3, cv2.COLOR_BGR2GRAY) if(test1): cv2.imshow('frame1', gray1) print("Frame 1") if(test2): cv2.imshow('frame2', gray2) print("Frame 2") if(test3): cv2.imshow('frame3', gray3) print("Frame 3") if cv2.waitKey(1) & 0xFF == ord('q'): break cap1.release() cap2.release() cap3.release() cv2.destroyAllWindows() And this is the error: > [ WARN:0] videoio(MSMF):> OnReadSample() is called with error> status: -1072875772 [ WARN:0]> videoio(MSMF): async ReadSample() call> is failed with error status:> -1072875772 [ WARN:1] videoio(MSMF): can't grab frame. Error: -1072875772>> Traceback (most recent call last): > File "main.py", line 21, in > gray3 = cv2.cvtColor(frame3, cv2.COLOR_BGR2GRAY) cv2.error:> OpenCV(3.4.5)> C:\projects\opencv-python\opencv\modules\imgproc\src\color.cpp:181:> error: (-215:Assertion failed)> !_src.empty() in function> 'cv::cvtColor'>> [ WARN:1] terminating async callback [> WARN:1] terminating async callback Can you help me, please, to clarify this topic? Thank you in advance! :)

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