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
Published in:	Frontiers in bioengineering and biotechnology Vol. 10; p. 945248
Main Authors:	Hao, Zhiqiang, Wang, Zhigang, Bai, Dongxu, Tong, Xiliang
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media SA 01.07.2022 Frontiers Media S.A
Subjects:	Algorithms Bioengineering and Biotechnology Compression Decomposition Deep learning defect detection Defects Design Knowledge Learning Methods model compression Neural networks Optimization Real time Segmentation semantic segmentation Sparsity structured pruning deep learning model compression structured pruning defect detection semantic segmentation
ISSN:	2296-4185, 2296-4185
Online Access:	Get full text
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