Background
A large electronics manufacturer suffered from low manual inspection efficiency and high missed defect rates (>3%). High staff turnover and training costs. Urgent need for AI visual inspection.
Solution
Deployed industrial cameras with edge computing. Trained deep learning defect detection model for 50+ types. Built quality data management platform with MES integration.
Results
99.7%
Accuracy
10x
Efficiency
<0.1%
Miss Rate
¥500万
Annual Savings
- 缺陷识别准确率达99.7%
- 检测效率提升10倍
- 漏检率降至0.1%以下
- 年节省质检人力成本超500万元
Client Feedback
After AI inspection went live, our yield rate jumped from 96% to 99.8%, and our QC team shrunk from 80 to 15.
— Manufacturing Director