Urgent.News

What's breaking now, across thousands of outlets.

More in AI

Computer Vision in Manufacturing: Why Pilots Fail and What A Production-Grade Defect Detection System Requires

For decades, Automated Optical Inspection (AOI) served as the primary bridge between error-prone manual checks and high-speed production.

  • Rule-based AOI systems struggle with small components and tight tolerances
  • Computer vision solutions face failure during proof-of-concept stage due to suboptimal engineering
  • Production-grade system requires statistical learning, adaptability, and scalability

More from Wednesday 30 September →