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Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba

Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ce72b2ebd0b74f6cb2ea42fb48103441

Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba

About this item

Full title

Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba

Author / Creator

Publisher

Basel: MDPI AG

Journal title

Applied sciences, 2025-02, Vol.15 (3), p.1149

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

The accurate identification of natural disasters is crucial in ensuring effective post-disaster relief efforts. However, the existing models for disaster classification often incur high costs. To address this, we propose leveraging the most advanced pre-trained large language models, which offer superior generative and multimodal understanding capa...

Alternative Titles

Full title

Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba

Authors, Artists and Contributors

Author / Creator

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_ce72b2ebd0b74f6cb2ea42fb48103441

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ce72b2ebd0b74f6cb2ea42fb48103441

Other Identifiers

ISSN

2076-3417

E-ISSN

2076-3417

DOI

10.3390/app15031149

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