A curling device for curling a flexible sheet is provided. The curling device includes: a curling component configured to fix a first end of the flexible sheet; a movable part configured to fix a second end of the flexible sheet, the second end being opposite to the first end; and a transmission mechanism coupled to the curling component and the movable part, respectively; the transmission mechanism is configured to move the movable part relative to the curling component in a first direction, in response to receiving an external driving force, so as to drive the curling component to rotate, the first direction is perpendicular to an axis direction of the curling component.