ResNet is Residual Network and it is very similar to the Sequential. It can be added with multiple layers and loaded to a Sequential network. Its variable type is a mutable constructor. However, it cannot be used alone. Its initialization, activation and update will be executed inside a Sequential network.
To create a new ResNet, a variable has to be initialized:
ResNet()
ResNet uses its property add_layer to add layer. It autofills the proper size of input data (input_shape) automatically. However, you can still override them just by giving in the key arguments.
(model::ResNet, layer::Any; args...)
model: self reference
layer: a type of layer
args: parameters of the layer for initialization