Quartz crystal oscillators are passive components that deliver highly stable, precise frequencies for communications, aerospace, automotive, and other fields. As inspection standards rise, traditional systems fail to detect appearance defects like contamination or scratches. Manufacturers face bottlenecks, creating urgent demand for AI-powered inspection to upgrade equipment and stay competitive.