The invention discloses an industrial production method for dried sweet potato leaf products. The method comprises the following operating steps: screening sweet potato leaves, rinsing with clean water, fixing green and protecting green, marinading and fermenting, separating the leaves and size, drying and dewatering. The method is technically characterized by comprising the steps: marinading andfermenting, namely inoculating lactobacillus plantarum onto an MRS agar medium to be activated, and culturing at a temperature of 33-37 DEG C for 2-3 days; inoculating the activated culture onto sweetpotato leaves in a fermentation tank according to an inoculum size of 3%, adding 3% of salt, uniformly stirring, and sealing the fermentation tank, wherein the fermentation temperature is 30-32 DEG C, and the fermentation time is 2-3 days; drying and dewatering, namely performing forced air drying at the temperature of 45-50 DEG C for 4-5 hours. Constitution water of the sweet potato leaves is not damaged as far as possible, and the original physical, chemical and biological properties and shapes invariable are kept unchanged. According to the method disclosed by the invention, the sweet potato leaves subjected to lactic acid fermentation are well flavored, contain favor components such as lactic acid, amino acids, fatty acids and the like, can achieve the effects of removing the own tannic acid and improving the product flavor and palatability, and are convenient to store, transport and sell after drying and dewatering.