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Browsing Natural and Agricultural Sciences by Subject "Machine-learning algorithm"

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An assessment of image classifiers for generating machine-learning training samples for mapping the invasive Campuloclinium macrocephalum (Less.) DC (pompom weed) using DESIS hyperspectral imagery

Mafanya, Madodomzi; Tsele, Philemon; Zengeya, Tsungai A.; Ramoelo, Abel (Elsevier, 2022-03)

Machine-learning algorithms may require large numbers of reference samples to train depending on the spatial and spectral heterogeneity of the mapping area. Acquiring these reference samples using traditional field data ...

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