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  • Thanks very much for this detailed answer.
    – tardis
    Commented Sep 12, 2018 at 8:12
  • Isn't it enough to use encoder = autoencoder.get_layer('dense_5') and decoder = autoencoder.get_layer('dense_6'). Or even better if you give them custom names during creation, e.g. encoder = Model(input_img, encoded, name="decoder").
    – HUSMEN
    Commented Jan 17, 2022 at 13:07