Edge AI Appearance Defect Detection System

GIT and Leadtek collaborated to demonstrate an Edge AI appearance defect inspection system, integrating VLM multimodal OCR technology with multi-model fusion applications for an AI five-sided appearance inspection solution. This technology not only accurately identifies various non-standard objects and text markings, but also integrates robotic arms to achieve fully automated five-sided inspection and sorting processes, significantly streamlining production line operations and improving production efficiency.

Edge AI Appearance Defect Detection System

Provide advanced quality inspection solutions for smart manufacturing

在智慧製造的第一線，以多模型AI技術整合視覺檢測與OCR辨識，打造智慧化外觀檢測解決方案。此技術不僅可高精度辨識各類非標準物件與文字標示，更透過整合機械手臂，實現自動化檢測與分流流程，大幅簡化產線作業並提升生產效率。

The AIDMS platform supports rapid customized model training, enabling AI deployment on actual production lines with minimal data. Text recognition applications achieve high accuracy without the need for sample collection, effectively lowering the barrier to entry and demonstrating the high flexibility and practical performance of AIDMS in AI vision applications.

Advanced Quality Testing for Smart Manufacturing

System Features

- Real-time defect detection -
- Dynamic image capture -
- Over 95% detection accuracy -
- Integrated with automated arm landing -

Business Benefits

- Reduced costs and labor inspection fees -
- Accelerated high-quality production -
- GIT supports customized applications -
- Improved reliability and reduced product losses -

Technical Features

- Leadtek AIDMS model training platform -
- Powerful AI defect classification and location -
- Intelligent parameter adjustment mechanism -
- Adaptable to different inspection standards -