Plant Phenomics / 2021 / Article / Tab 2

Research Article

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

Table 2

Performance of various color spaces compared to RGB for potato disease detection.

Color space2-class detection model4-class detection modelAvg. inference time/image (sec)
mAP (%)mAR (%)mAP (%)mAR (%)

RGB77.453.980.955.51.77
XYZ77.454.270.852.91.68
HSL78.255.281.356.91.67
HSV75.553.975.555.41.67
LAB80.155.681.456.41.68
YCrCb76.154.379.156.41.70

Performance score calculated for .