Article

Progressive Layer Activation CLIP for Few-Shot and Generalizable Cassava Disease Recognition

2026-03-16

Abstract excerpt

<title>Abstract</title> <p>Cassava diseases such as Cassava Mosaic Disease (CMD), Cassava Brown Streak Disease (CBSD), and Cassava Bacterial Blight (CBB) pose serious threats to global food security, particularly in resource-limited regions where expert diagnosis is scarce. Although large vision–language models enable automated plant disease recognition, existing fine-tuning approaches struggle under extreme data...

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Literature Corpus work: ae359b12-db95-5497-899a-f72eff2e9b9f
DOI: 10.21203/rs.3.rs-9109616/v1

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