LFF-YOLO: A YOLO Algorithm With Lightweight Feature Fusion Network for Multi-Scale Defect Detection

LFF-YOLO: A YOLO Algorithm With Lightweight Feature Fusion Network for Multi-Scale Defect Detection

The detection of defects is indispensable in industrial production. Surface defects have different scales. Both minimal flaws and significant scratches may appear on the same product. The standard method uses a multi-scale feature fusion network, introducing many parameters that may reduce the infer...

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Bibliographic Details
Main Authors: Xiaohong Qian, Xu Wang, Shengying Yang, Jingsheng Lei
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
defect detection
feature fusion
lightweight network
Online Access:https://ieeexplore.ieee.org/document/9970715/

Internet

https://ieeexplore.ieee.org/document/9970715/

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