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Generative AI and Simulation-Based Data Augmentation for Enhanced Object Detection in Low-Data Forestry Environments.

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Title: Generative AI and Simulation-Based Data Augmentation for Enhanced Object Detection in Low-Data Forestry Environments.
Authors: Wołk, Krzysztof1 (AUTHOR) krzysztof.wolk@dac.digital, Avula, Ramana Reddy2 (AUTHOR), Narkilahti, Aleksi3 (AUTHOR), Tatara, Marek S.1,4 (AUTHOR), Niklewski, Jacek1 (AUTHOR), Żero, Oleg1,2 (AUTHOR)
Source: Forests (19994907). Mar2026, Vol. 17 Issue 3, p302. 31p.
Database: Environment Complete
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Header DbId: eih
DbLabel: Environment Complete
An: 192594308
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="JN" term="%22Forests+%2819994907%29%22">Forests (19994907)</searchLink>. Mar2026, Vol. 17 Issue 3, p302. 31p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=192594308
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3390/f17030302
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      – Code: eng
        Text: English
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        PageCount: 31
        StartPage: 302
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      – TitleFull: Generative AI and Simulation-Based Data Augmentation for Enhanced Object Detection in Low-Data Forestry Environments.
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            NameFull: Niklewski, Jacek
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            – D: 01
              M: 03
              Text: Mar2026
              Type: published
              Y: 2026
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              Value: 17
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