Surface Defects Recognition of Wheel Hub Based on Improved Faster R-CNN

Surface Defects Recognition of Wheel Hub Based on Improved Faster R-CNN

Machine vision is one of the key technologies used to perform intelligent manufacturing. In order to improve the recognition rate of multi-class defects in wheel hubs, an improved Faster R-CNN method was proposed. A data set for wheel hub defects was built. This data set consisted of four types of d...

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Bibliographic Details
Main Authors: Xiaohong Sun, Jinan Gu, Rui Huang, Rong Zou, Benjamin Giron Palomares
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Electronics
Subjects:
defects recognition
deep learning
regional proposal network
Faster R-CNN
Online Access:https://www.mdpi.com/2079-9292/8/5/481

Internet

https://www.mdpi.com/2079-9292/8/5/481

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