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For me, I had to hard-code DEFAULT_V4L_WIDTH and DEFAULT_V4L_HEIGHT and recompile OpenCV to get higher resolutions due to a bug in OpenCV. https://stackoverflow.com/questions/16390810/opencv-cant-set-resolution-of-video-capture