This mechanical label separating machine (label remover) is used for removing label paper on pure water bottles and PET bottle. The principles of medium speed rotating peeling by mechanical force and high pressure water flushing are applied, which enable paper removing rate to be as high as over 99%. Mud and sand in the bottles can be screened and washed out, with remarkable effects.