Journal of Applied Optics, Volume. 43, Issue 3, 532(2022)
Morphology identification of dendrites of laser cladding layer based on deep learning
Figures & Tables(7)
Table 1. Feature map indexes
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组别 通道数 大小 /(像素×像素) 1 16 128×128 2 32 64×64 3 64 32×32 4 128 16×16
Table 2. Comparison of Loss and IoU network results of different improved methods
View tableView in ArticleTable 2. Comparison of Loss and IoU network results of different improved methods
网络架构 Loss IoU/% Unet 0.066 6 75.23 BN-Unet 0.065 8 81.05 CBAM-Unet 0.066 2 75.37 BNC-Unet 0.059 1 84.20
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Shirui GUO, Kaixiang WANG, Lujun CUI, Xiaolei LI, Bo ZHENG, Yongqian CHEN. Morphology identification of dendrites of laser cladding layer based on deep learning[J]. Journal of Applied Optics, 2022, 43(3): 532
Paper Information
Category: LASER TECHNOLOGY
Received: Nov. 26, 2021
Accepted: --
Published Online: Jun. 7, 2022
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