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An Integrated Design of Industrial Robots and Machine Vision for Product Sorting System

  • Giang-Nam Le,
  • Ngoc-Sang Vu,
  • Ngoc-Phu Doan

摘要

Utilizing automated sorting system with industrial robots in industrial production lines has numerous economic and productivity advantages. In the case of sensory-based product classification, industrial robots managed by machine vision proven to be clever and superior. This paper describes the procedure for calculating, designing, and testing a product sorting system utilizing a basic ABB IRB120 industrial robot and machine vision. Deep learning techniques are combined with a pure image processing engine to extract information from the image. Specifically, the communication between system components is addressed, with the employed protocol and tools explained in detail.