Surface Defect Segmentation Algorithm of Steel Plate Based on Geometric Median Filter Pruning

Problems such as redundancy of detection model parameters make it difficult to apply to factory embedded device applications. This paper focuses on the analysis of different existing deep learning model compression algorithms and proposes a model pruning algorithm based on geometric median filtering...

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Bibliographic Details
Main Authors: Zhiqiang Hao, Zhigang Wang, Dongxu Bai, Xiliang Tong
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2022.945248/full