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This study presents a novel multimodal fusion technique for disaster identification in Bangla, combining text and image data using the "BanglaCalamityMMD" dataset. Employing DisasterTextNet, DisasterImageNet, and DisasterMultFusionNet, the approach addresses a key gap in Bangla disaster research.

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Name		Name	Last commit message	Last commit date
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Early Fusion		Early Fusion
Intermediate Fusion		Intermediate Fusion
Late Fusion		Late Fusion
README.md		README.md

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BanglaCalamityMMD-A-Comprehensive-Benchmark-Dataset-for-Multimodal-Disaster-Identification

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This study presents a novel multimodal fusion technique for disaster identification in Bangla, combining text and image data using the "BanglaCalamityMMD" dataset. Employing DisasterTextNet, DisasterImageNet, and DisasterMultFusionNet, the approach addresses a key gap in Bangla disaster research.

benchmarking benchmark dataset bangla-dataset multimodal-fusion xlm-roberta mbert vision-transformer swin-transformer swintransformer disaster-identification banglacalamitymmd

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