The invention discloses a deviation-correcting embossing rewinding machine for aluminum foil production, which includes a tracking monitor, a brush edge mechanism and a pneumatic constant pressure arm, and also includes an embossing mechanism, two symmetrically arranged winding and unwinding mechanisms and a deviation-correcting mechanism. The rewinding and unwinding mechanism and the deviation correction mechanism are uniformly arranged in a rewinding and unwinding cabinet, the unwinding and unwinding cabinet is thickened with a thicker plate, and an electrical control cabinet is installed between the two rewinding and unwinding cabinets, and the embossing mechanism is fixed at the front of the electrical control cabinet , There is also a center reel on the electrical control cabinet, the center reel is driven by the central reel motor installed in the electrical control cabinet, a brush edge mechanism is set on the upper corner of the electrical control cabinet, and a pneumatic constant pressure arm is set on one side, The other side is equipped with a tracking monitor; the tracking monitor, brush edge mechanism, dynamic constant pressure arm, embossing mechanism, unwinding mechanism and deviation correction mechanism are all connected to the electrical control cabinet, which is uniformly regulated by a unified controller, which greatly improves work efficiency.