Plant Phenomics / 2019 / Article / Tab 4

Research Article

High-Throughput Measurements of Stem Characteristics to Estimate Ear Density and Above-Ground Biomass

Table 4

Accuracy of stem identification using the Faster-RCNN method. Results are presented for three calibration datasets (Cg, Cc, and Cgc). The evaluation is achieved on the validation datasets (Vg, Vc, Vgc).

Calibration datasetValidation datasetPrecisionRecallBias

CgVg0.950.97-0.02
Vc0.910.93-0.02
Vgc0.920.94-0.02

CcVg0.920.95-0.03
Vc0.960.950.01
Vgc0.960.950.01

CgcVg0.940.95-0.01
Vc0.960.950.01
Vgc0.950.950.00

Please note that the Table of Contents page is currently not displaying content published since June 7, 2021. We are working to fix this issue as soon as possible and apologize for the inconvenience.