Plant Phenomics / 2019 / Article / Tab 7

Research Article

An Exploration of Deep-Learning Based Phenotypic Analysis to Detect Spike Regions in Field Conditions for UK Bread Wheat

Table 7

Quantitative results of segmentation performance of FCN for 2017 dataset reported for each growth stage.

Growth StageGAMASpike AccuracyMIoUSpike IoU

Middle/late booting (GS43-47)93.2260.7528.049.03.0

Heading (GS51-59)91.377.761.164.137.4

Flowering (GS61-69)89.080.066.069.451.14

Grain filling (GS71-73)88.2480.055.0368.050.0

Mean90.1276.057.064.3040.0