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Mohammad Anwar Hossain

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Open access Oct 2026

Region-Specific Vehicle Classification in Bangladesh: A Comparative Study of CNN Architectures and Ensemble Strategies

The rapid growth of vehicles in Bangladesh has exacerbated traffic congestion, safety concerns, and administrative difficulties, creating an urgent need for Intelligent Transportation Systems (ITS). However, existing global datasets poorly represent Bangladeshi vehicles, and no region-specific detection models are curr...

Shamsun Nahar, Md. Nazim Hossain, Noshin Un Noor et al. · 0 citations

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