Abstract: Disclosed is a vehicle protection fence repair plating system and method using artificial intelligence. The system includes a data management module that collects video data about a vehicle protection fence and pre-processes images per frame, a data prediction module that receives the data of the pre-processed image and performs machine learning for a corrosion level of the vehicle protection fence according to a preset labeling standard to detect a work area, and a process management module that standardizes customized work instructions according to a determination result of an image state of the vehicle protection fence, which has been machine-learned, wherein the data prediction module specifies a repair range of the vehicle protection fence and a work method for each repair range according to the labeling standard.