Attention-Fused ConvNeXt and MobileViT Framework with FastSAM Lesion Extraction for Multi-Class Crop Disease Detection
An attention-fused dual-branch framework that combines Fast Segment Anything based lesion extraction, ConvNeXt based full-leaf representation learning, and MobileViT based lesion-focused representation learning that supports the use of a combination of global and lesion-specific representations rather than a single vis...