Plant Phenomics / 2019 / Article / Tab 5

Research Article

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

Table 5

Quantitative results of segmentation performance for the 2017 dataset when training FCN with two different subimage size (i.e., 128×128 and 512×512) showing different evaluation metrics scores.

GAMASpike AccuracyMIoUSpike IoU

128×12890.067.0237.060.030.1

512 × 51290.1276.057.064.3040.0