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Another possible reason is that some camera drivers (I used Xbox One Kinect camera running in ROS via openni2_launch package) mirror received image and only symmetric markers are detected. I was banging my head for about 5 hours until I found that the image was flipped, so hopefully this will help someone with the same problem.
