Early detection of plant virus infection using multispectral imaging and spatial-spectral machine learning
SCIENTIFIC REPORTS, 12(1).
MeSH headings : Disease Resistance; Early Diagnosis; Machine Learning; Manihot / virology; Photometry / instrumentation; Photometry / methods; Plant Diseases / virology; Plant Viruses / genetics; Plant Viruses / pathogenicity; Potyviridae / pathogenicity; RNA, Viral; Spectrophotometry / instrumentation; Spectrophotometry / methods; Virus Diseases / diagnosis
TL;DR:
A handheld active multispectral imaging (A-MSI) device combined with machine learning for early detection of CBSD in real-time is developed and has the potential to increase farmers’ access to healthy planting materials and reduce losses due toCBSD in Africa.
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