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This solution represents a new way of performing quality inspections by reducing costs, standardising defect detection and maintaining between 90-99% of human capacity, but guaranteeing inspection stability over time.

Project: ZDZW

Publisher: AIMEN, UPV, GRI

Technology: AI machine vision inspection device, GPU-based edge device

Industry: Aerospace, High precision mechanical, Steel making, Injection plastic parts, Wind-mill, Hollow glass

INTRODUCTION

An AI machine vision inspection device developed to identify visual defects or control dimensional features on manufactured goods, checking correct assembly and preventing the inclusion of faulty pieces in the final product, reducing waste and energy consumption

FEATURES/BENEFITS

  • Features:
    • Real-time Inline inspection 
    • AIoT solution 
    • Cloud or Edge classification and annotation tools 
    • Defects identification and features extraction for dimensional control 

 

  • Benefits
    • 100% automatic inspection for inline identification of defects in production, allowing rejection or repairment.  
    • Cost reduction: reduced need of off-line sampling tests (less human power engaged) and delivery of good products 
    • Easy integration in plant automation and management system
    • Flexibility and accuracy of AI technology.

TECHNICAL INFORMATION

  • The AI enhanced AV is an inspection solution equipped with artificial vision technology
  • One or more image acquisition and analysis devices and a suite of cloud services that take care of image classification, image annotation, and final training of AI models.

RESOURCES

  • Glass containers high speed inspection: https://www.youtube.com/watch?v=4DFAQwrfwgw
  • Aero space mechanical parts inspection: https://youtu.be/sZMAubomiJE
  • Success Stories: 
  • Identification of cracks on concrete in building operations: 
    • Classification without the need of labeled data 
    • Automatic segmentation of concrete defects 
  • Aero space mechanical parts of large surface: 
    • Up to 70x70 mm surface area per second 
    • Defects and anomaly identification on mechanical components 
  • Hollow glass producers: 
    • Up to 180 containers/minute  
    • Defects and anomaly identification on glass surfaces 

USE CASE

SERVICES LINKED

PUBLISHERS