AI Vision

PROGRESSIVE

Incremental and Progressive PAMTEK Progressive: Improvement or elevation in degree or level; pursuing social change and development

AI Vision

Introducing PAMTEK's AI (Deep Learning) Vision

PAMTEK's AI Vision is developed based on computer vision and deep learning technologies, and it is expanding its applications in various business sectors.

Applicable Use Cases
  • Inspection of the presence or absence of specific parts of materials, e.g., bolt fastening, semiconductor chip presence, contamination checks
  • Visual inspection, e.g., foreign object detection in products, defect inspection of specific materials
ai deep vision screen
Features
  • Dualization of learning program (using learning PC) and inference program (using equipment PC)
  • Linkage of file management structure of each program for convenient learning/inference
  • Capable of integrating (Hybrid) Deep Learning inference program with Rule-based program method
  • Capable of optimizing Hyper Parameter using visualization tool
Advantages
1Supplements technical drawbacks of Rule-based exterior inspection
  • Inspection based on object detection
  • Supplements the technical drawback of Rule-based exterior inspection with probability/statistics based inspection method
  • Directly applicable to a production site with only the learning of image to be inspected, shortening setup period
  • Used in immediate inspection process with just learning stage (Deep Learning) without modifying program and inspection algorithm according to changes of inspection target
2Efficiency improvement of quality control
  • Fast response conforming to QC/QA operating standards of dynamic production sites
  • Capable of direct management of the defect status of inspection target in the quality control department
  • Capable of performing inspections without additional deployment of software engineers when additional inspection items occur
3Convenient user interface
  • Provides a user-friendly UI for the learning program and the inference program
  • Intuitive UI capable of quick response conforming to QC/QA operating standards
Benefits of Implementation
  • Improved real-time detection and
    processing speed
  • Reduced setup time
  • Enhanced accuracy and consistency in defect detection
  • Cost reduction
  • Predictive defect prevention
  • Improved quality and
    efficiency in management