FWDNet: A Novel Recognition Network for Ferrography Wear Debris Image Analysis

Table 3

Hyperparameters and test accuracy of FWDNet.

Type	Base network	Input size	Output nodes	Nodes of FC layer	Loss function	Dropout rate	Learning rate	Activation function	10-fold crossvalidation
Method/value	DenseNet121	224, 224, 3	7	512	Softmax/crossentropy	0.5	10^-5	ReLU	90.15%