Weight values from "importCaffeNetwork"

When running the code snippet for the function "importCaffeNetwork" provided by Matlab 2018b Help, the output is a variable of type "SeriesNetwork with properties: Layers: [7×1 nnet.cnn.layer.Layer]". This variable is similar to the output of the function "importCaffeLayers". Where are the weight values stored? As a .caffemodel file is given to "importCaffeNetwork", it would be expected to obtain the weight values from a pretrained network.

Thanks in advance,

Mario

Answer 1

[Don Mathis]

The weights are stored in the layers themselves. For example:

>> network.Layers(5)
ans = 
  FullyConnectedLayer with properties:

          Name: 'ip1'
   Hyperparameters
     InputSize: 2880
    OutputSize: 10
   Learnable Parameters
       Weights: [10×2880 single]
          Bias: [10×1 single]