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Deep Learning Vision Solutions in the Age of Industry 4.0


12 juni 2019 van 3:30 pm tot 4:00 pm

  1. Overview of Smart Factory Ecosystem
    • Device Level
    • Factory Level (SCADA, PLC)
    • Enterprise Level (ERP, MES)
  2. Technology Disruption Trends in Machine Vision Field
    • Introduction of Automated Inspection
    • Components and Process of Conventional Machine Vision System
    • Drawbacks of Conventional Machine Vision System – Frequent Changes in Optical Conditions – Difficulties in Rule-setting under Short Product Cycle Trends – Complexity of Images
  3. Introduction of Deep Learning and Remaining Problems
    • Concept of Machine Learning and Deep Learning
    • Deep Learning for Machine Vision and Remaining Problems
    • How SUALAB Solved those Remaining Problems
  4. Deep Learning S/W Library for Machine Vision ‘SuaKIT’ and its Functions
    • Functions of SuaKIT – Segmentation – Classification – Detection
    • Deep Learning Architectures of SuaKIT – Single Image Analysis – Image Comparison – Multi Image Analysis – One Class Learning
    • SuaKIT Usage Scenario
    • Expected Effects Using SuaKIT – Detection of Defects Undetectable by Conventional Machine Vision – Filtering Error Detection – Classification of Various Detect Types – Replacement of Conventional Machine Vision Algorithm


12 juni 2019
3:30 pm tot 4:00 pm
Evenement Categorie:
Industriele Automatisering
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