Deep learning-based pattern classification for embroidery in Asia: evidence from Kazakh and Kyrgyz patterns.

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Title: Deep learning-based pattern classification for embroidery in Asia: evidence from Kazakh and Kyrgyz patterns.
Authors: Zhao, Yu1,2 (AUTHOR), Cheng, Yan3 (AUTHOR), Huang, Zirui3 (AUTHOR), Zhang, Moran3 (AUTHOR), Li, Wenliang2 (AUTHOR), Xiang, Yi4 (AUTHOR) xiangyi0719@126.com
Source: npj Heritage Science. 6/18/2026, Vol. 14 Issue 1, p1-13. 13p.
Database: Academic Search Ultimate
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  Data: Deep learning-based pattern classification for embroidery in Asia: evidence from Kazakh and Kyrgyz patterns.
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  Data: <searchLink fieldCode="JN" term="%22npj+Heritage+Science%22">npj Heritage Science</searchLink>. 6/18/2026, Vol. 14 Issue 1, p1-13. 13p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194698555
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        Value: 10.1038/s40494-026-02714-1
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      – TitleFull: Deep learning-based pattern classification for embroidery in Asia: evidence from Kazakh and Kyrgyz patterns.
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              Text: 6/18/2026
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