Surface Defect Detection of Strip-Steel Based on an Improved PP-YOLOE-m Detection Network

Surface Defect Detection of Strip-Steel Based on an Improved PP-YOLOE-m Detection Network

Surface-defect detection is crucial for assuring the quality of strip-steel manufacturing. Strip-steel surface-defect detection requires defect classification and precision localization, which is a challenge in real-world applications. In this research, we propose an improved PP-YOLOE-m network for...

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Bibliographic Details
Main Authors: Yang Zhang, Xiaofang Liu, Jun Guo, Pengcheng Zhou
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Electronics
Subjects:
defect detection
data augmentation
coordinate attention
Atrous Spatial Pyramid Pooling
loss function
real-time detection
Online Access:https://www.mdpi.com/2079-9292/11/16/2603

Internet

https://www.mdpi.com/2079-9292/11/16/2603

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