siamese_net = Model(inputs=[anchor, positive, negative],outputs=L1_distance)

model = get_siamese_model(input_shape)
X = {
    'anchor' : anchor,
    'positive' : positive,
    'negative' : negative
}

model.fit(np.asarray(X), Y)