Design of a Machine Vision Based Hardware Stamping Parts Recognition and Inspection System

In modern industrial production, metal stamping parts occupy an important position with their efficient production methods and wide application fields. With the continuous advancement of technology and the increasing demand for product quality in the market, the inspection of metal stamping parts has become crucial. In terms of appearance inspection, images of metal stamping parts are captured by industrial cameras to check for defects such as scratches, cracks, rust spots, etc. on the surface. To ensure the mechanical performance of stamped parts, strict testing of metal stamping parts can improve product reliability, reduce usage risks, and meet the quality requirements of different industries for metal stamping parts.