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We introduce a dataset of images containing from scene planes with translated, reflected and rotated coplanar repeats occurring periodically or arbitrarily. The annotations are designed to constrain the search for coplanar repeated keypoints, making annotations agnostic to the keypoint type. The annotations hierarchically group parallel scene planes, individual scene planes, and areas within a scene plane that cannot mutually have the same coplanar repeats, e.g. denoting distinct patterns. Clutter and non-planar surfaces are also segmented.