The inspection of Pin Connectors for missing (Missing) or bent (Bend) pins was previously done manually, resulting in slow processes and potential errors. After adopting the Machine Vision system, inspections became faster and more accurate, significantly reducing process time and enhancing production efficiency. This transformation not only improves product quality but also reduces costs, making the production line more reliable and competitive