Plant Phenomics / 2021 / Article / Tab 3

Research Article

Enhanced Field-Based Detection of Potato Blight in Complex Backgrounds Using Deep Learning

Table 3

Manually obtained performance metrics of the four-class Mask R-CNN model.

Color spaceDisease patchInfected leafHealthy leafCombined
TP1TP2FNFPTPFNFPTPFNFP (%) (%)

RGB375166176732922109315298.181.9
XYZ343191173134011345255196.379.5
HSL464159147533813218325297.585.0
HSV428149140734110236840196.983.8
LAB395175180233318119117198.682.2
YCrCb394253101933615305256096.485.8