Computer Vision Quality Inspection for Electronics Manufacturing

Overview

Problem

Manual inspections missed micro-defects and delayed root-cause analysis.

Solution

• Trained vision models on labeled board and solder joint defects
• Deployed edge inference to production stations with live alerting
• Connected defect traces to shift and machine metadata

Outcome

• 37% fewer escaped defects
• 29% lower rework hours
• 2.4x faster root-cause isolation

“We can now detect defects before they cascade down the line.”