MakeNode[scale,conn,blockConfig]
makes a node for a UNET. The input scale defines the input and output scaling, is either an integer or a vector of length dim. The input conn defines the connections, is a list of two integer values defining the number of input and output ports. The blockConfig is defined as {{blockType, settings}, {features,..}, {act, dim}}.
MakeNode
MakeNode[scale,conn,blockConfig]
makes a node for a UNET. The input scale defines the input and output scaling, is either an integer or a vector of length dim. The input conn defines the connections, is a list of two integer values defining the number of input and output ports. The blockConfig is defined as {{blockType, settings}, {features,..}, {act, dim}}.
Details
- The following options can be given:
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DropoutRate 0 DropoutRate is an option for MakeUnet. It specifies how much dropout is used after each block. It is a value between 0 and 1, default is .2. RescaleMethod "Conv" RescaleMethod is an option for MakeUnet. It specifies how the network rescales. It can be "Conv" or "Pool". CatenateMethod "Cat" CatenateMethod is an option for MakeUnet. It specifies how the network catenates the skip and upscale channel. It can be "Tot", or "Cat".