Attention-Fused ConvNeXt and MobileViT Framework with FastSAM Lesion Extraction for Multi-Class Crop Disease Detection
The problem of crop disease recognition from leaf images is a difficult multi-class visual classification problem due to disease evidence appearing at various spatial scales and the possibility of image content other than disease symptom including healthy tissue, background information, and visually similar symptoms. T...