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There are some known problems with OpenCV Native camera (cv::VideoCapture). You can find it on developers issue tracker. Most of them are related to old devices with Android 2.2 and devices with Android 4.0.x. Most of 4.0.x devices with camera problems have been already got updates to 4.1.x and works ok now. You can update your phone firmware or alternatively use Java Camera (JavaCamera view instead NativeCameraView in OpenCV examples).