The application discloses an automatic deviation rectifying friction winding device, which comprises a base, a mounting plate, winding rollers and two deviation rectifying seats, two movable grooves are formed in the mounting plate, a screw rod is rotationally connected to the inside of each of the two movable grooves through a bearing, and two third motors are fixedly installed on the mounting plate. By starting the third motor, the distance between the two deviation rectifying seats can be adjusted, the deviation of the film during the winding process can be controlled, the winding quality is improved, different width films can be adapted to, the correct position and tension of the film during the winding process can be ensured, and thus diversified production requirements can be met. The threaded sleeve is rotated, so that the size of the rotating damping can be adjusted, the deviation rectifying seat can be freely rotated at multiple angles, the deviation rectifying force and direction can be more accurately controlled, the slight deviation of the film or material edge can be corrected, the wrinkling and damage of the material during the winding process can be reduced, and the winding quality is improved.