According to the boring act of workpieces about recognizing, classing ect, a recognizing system based on machine vision system was developed with LabVIEW software.The images of the workpieces were collected and processed,then workpieces with different shapes were discriminated and sorted. It was significant for promoting the automatic production level and improving the productivity of company.At last experimental results validated the practicability of the design.