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That particular demo package automatically calibrates the position and orientation of the Kinect relative to the ground. Due to this, it requires you to have a reasonable amount of flat ground within the field of view of the Kinect on startup for the initialization to succeed. How do you have the Kinect positioned with respect to the ground?

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