Let be a compact region of area in the plane. We show that if is a strictly convex region, or a region bounded by an irreducible algebraic curve, then can be translated to a position where it covers exactly lattice points. If is a polygon, or a convex region, then it can be rotated and translated so that it covers exactly lattice points.