Research Article

Developing a Recognition System for Diagnosing Melanoma Skin Lesions Using Artificial Intelligence Algorithms

Table 2

Significant parameters of the ResNet50 model.

Layer No.ElementsParametersValues

1Convolutional filterInput channels3
Size
Stride
Padding3 × 3 × 3
Max-poolingPool size3 × 3
Padding1 × 1 × 1 × 1

4Fully connectedInput to layer
Output from layer177

5SoftMaxOutput units7 and 3