Plant Phenomics / 2019 / Article / Tab 1

Research Article

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

Table 1

FCN training hyperparameters.

StageHyperparameterValue

InitialisationWeights (i) He et al. [55] (scratch)
(ii) ImageNet (transfer)
Bias0

DropoutRate 0.5

Intermediate Non Linearity UnitReLu

Epochs125 – 150

Optimisation (SGD)Learning Rate0.001
Momentum0.9
Decay0.0016
Mini Batch20