Solved by Malaker in post #2 
              
              
                It’s actually pretty simple if you know how the embedding model is defined. 
Initialize a new model with the same configuration of layers as the embedding model. 
And say, siameseNetwork is the network with the embedding model within it as a layer, called “embedding_model”. You can find this by prin…