BESI: Quality assurance with Deep Learning

Use of machine learning / deep learning for automated quality assurance

AI to detect defects in the manufacturing process using images

BESI, a company based in Zug, develops highly specialised manufacturing machines that are used in the production process of semiconductors. A vision system on the production machine monitors every step of the process and various algorithms ensure that each process step is carried out with the highest quality. Polygon developed and trained an AI that can recognise from an image whether the computer chip selected by the machine for assembly has damage on the edges. The computer chips can be the size of a fingernail or smaller than the diameter of a grain of rice. The AI uses a single image within milliseconds to determine whether the computer chip can be installed or must be discarded.

  • Machine-Learning mit Convolutional Neural Networks (CNNs)

  • Defect detection

  • Industry 4.0

Benefits intelligent image
Benefits intelligent image
Benefits intelligent image
Benefits intelligent image
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Amode Skincare
fhconnect
Bambus Software
innova
CFO Forum Schweiz
swissVR
Cheezy
Facilitysoft
Tracktics
Bambus EDV Consulting
Coinpaper.io
Fahrschule Querbeet
Nachhilfe Lotusacademy
Santenatur
Käch Schüsslerwissen
Service Management Forum Schweiz
Tiershiatsu Schule ME
Swiss Society of Food Science and Technology