Table 6 Values of critical hyperparameters in training the EfficientNet-B0 model.

From: Classifying stages in the gonotrophic cycle of mosquitoes from images using computer vision techniques

Hyperparameter

Value

Number of layers

250

Learning rate

1e−3 for 1–500 epochs

 

1e−5 for 501–1000 epochs

Optimizer

Adam

Batch size

16

Loss function

Categorical cross-entropy

Number of epochs

1000

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