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Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning

Quality control is a fundamental component of many manufacturing processes, especially those involving casting or welding. However, manual quality control procedures are often time-consuming and error-prone. In order to meet the growing demand for high-quality products, the use of intelligent visual...

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Vydáno v:Smart Sustain Manuf Syst
Hlavní autoři: Ferguson, Max K., Ronay, Ak, Lee, Yung-Tsun Tina, Law, Kincho. H.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6512995/
https://ncbi.nlm.nih.gov/pubmed/31093604
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1520/SSMS20180033
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