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Shahariar Hossain

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Open access Jul 2026

Explainable hybrid multi-branch CNN–ViT–GNN framework for robust hibiscus leaf disease classification

Early and reliable diagnosis of hibiscus leaf diseases is critical to protect horticultural yield. Yet, it remains challenging under real-time field conditions where uncontrolled lighting, clutter, and the non-contiguous nature of pathological symptoms blur diagnostic cues. To address these challenges, we introduce CNN...

M. Billah, Saifuddin Sagor, Shahariar Hossain et al. · 0 citations

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