한성컴퓨터에 opencv ubuntu 설치는 어려워
지난 번에(벌써 작년의 일이지만) opencv를 ubuntu에 설치하며 기록을 해두었다. 이번에 우분투 포맷을 하고 개발환경 세팅을 다시 하고 있는데 아니나 다를까 opencv 설치가 말썽이었다. 한참을 고생하다가 기록해뒀던 것을 떠올릴 수 있었다. 어쩌랴, 머리가 나쁘면 몸이 고생인걸(진부하군요).
하지만 당황스러웠던 것은 지난 번 글을 그대로 해보아도 오류가 떴다는 것이다. 이상하네, 포맷을 하기 전에는 분명히 잘 했었는데...는 아니지만. 사실 사용하던 opencv가 tensorflow 가상환경 속 python과 호환이 맞지 않아(말을 그럴듯하게 쓰지만 무슨 말인지는 나도 모른다) 이왕 안되는거 용량도 정리할 겸 포맷을 한번 하자! 해서 포맷을 하게 된 것이다. 하지만 이렇게까지 되고 나니 포맷을 했던 나를 원망할 수밖에 없었다. 좀만 고민했더라면 기존에 쓰던 상태에서도 잘 쓸 수 있지 않았을까 하면서...
그래서 한 이틀은 opencv 설치 문제로 골머리를 썩혔다. 딱히 다른 할 일이 쌓인 것은 아니었지만 opencv가 설치되지 않음으로써 할 수 없는 일이 많았기에 퍽 난감한 상황이 아닐 수가 없다. 당시에는 opencv-python 이 linux환경에서 비디오 지원을 해주지 않는다는 것을 보고는 이럴 거면 뭐하러 따로 만들어놨나 투덜투덜했는데, 지금 어떻게도 설치가 되지 않는 것 같자 결국 opencv-python까지 설치하려고 했다. 하지만 결국 안 됐다. 젠장!
내가 봤던 에러 코드는 이런 모양이다.
![](data:image/png;base64,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)
VIDEOIO ERROR: V4L2: Pixel format of incoming image is unsupported by OpenCV 와 GStreamer: unable to start pipeline 에러가 주된 원인이라고 생각되는데, 사실 잘 모른다. 아무리 stackoverflow를 뒤져보아도 해결할 수가 없었다.
결국에는 이 블로그에서 opencv를 다시 깔았고, 노트북 내장 웹캠은 포기하고 로지텍 웹캠을 따로 usb로 연결하였다. 정말 다행히도 usb 웹캠은 잘 인식하였다. 아무래도 linux 체제는 일절 관여하지 않는 한성컴퓨터의 종특이 아닐까 생각해본다.
웃긴 점은 최종 예제 확인에서 안경을 쓰고 있을 때는 얼굴 인식이 어렵다는 점이다. 안경을 벗으면 제대로 보이는 게 없는 나로서는 서운했다.
하지만 당황스러웠던 것은 지난 번 글을 그대로 해보아도 오류가 떴다는 것이다. 이상하네, 포맷을 하기 전에는 분명히 잘 했었는데...는 아니지만. 사실 사용하던 opencv가 tensorflow 가상환경 속 python과 호환이 맞지 않아(말을 그럴듯하게 쓰지만 무슨 말인지는 나도 모른다) 이왕 안되는거 용량도 정리할 겸 포맷을 한번 하자! 해서 포맷을 하게 된 것이다. 하지만 이렇게까지 되고 나니 포맷을 했던 나를 원망할 수밖에 없었다. 좀만 고민했더라면 기존에 쓰던 상태에서도 잘 쓸 수 있지 않았을까 하면서...
그래서 한 이틀은 opencv 설치 문제로 골머리를 썩혔다. 딱히 다른 할 일이 쌓인 것은 아니었지만 opencv가 설치되지 않음으로써 할 수 없는 일이 많았기에 퍽 난감한 상황이 아닐 수가 없다. 당시에는 opencv-python 이 linux환경에서 비디오 지원을 해주지 않는다는 것을 보고는 이럴 거면 뭐하러 따로 만들어놨나 투덜투덜했는데, 지금 어떻게도 설치가 되지 않는 것 같자 결국 opencv-python까지 설치하려고 했다. 하지만 결국 안 됐다. 젠장!
내가 봤던 에러 코드는 이런 모양이다.
VIDEOIO ERROR: V4L2: Pixel format of incoming image is unsupported by OpenCV 와 GStreamer: unable to start pipeline 에러가 주된 원인이라고 생각되는데, 사실 잘 모른다. 아무리 stackoverflow를 뒤져보아도 해결할 수가 없었다.
결국에는 이 블로그에서 opencv를 다시 깔았고, 노트북 내장 웹캠은 포기하고 로지텍 웹캠을 따로 usb로 연결하였다. 정말 다행히도 usb 웹캠은 잘 인식하였다. 아무래도 linux 체제는 일절 관여하지 않는 한성컴퓨터의 종특이 아닐까 생각해본다.
웃긴 점은 최종 예제 확인에서 안경을 쓰고 있을 때는 얼굴 인식이 어렵다는 점이다. 안경을 벗으면 제대로 보이는 게 없는 나로서는 서운했다.
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