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Table 2 Values of the hyperparameters for the neural networks

From: Deep learning for detecting herbicide weed control spectrum in turfgrass

Deep learning architecture Optimizer Base learning rate Learning rate policy Batch size Training epochs
GoogLeNet Adam 0.0003 StepLR 48 60
MobileNet-v3 Adam 0.0001 StepLR 48 60
ShuffleNet-v2 SGD 0.001 LambdaLR 48 60
VGGNet Adam 0.0001 StepLR 48 60
  1. SGD stochastic gradient descent