Solved by Nikronic in post #2 
              
              
                Hi, 
I have not tried 2 different models, but in the similar context, I tried to normalize my images twice sequentially and then unnormalize them exactly in the reverse order but it did not give me the result I was looking for, So I decided to use normalization->unnormalization twice. 
But I think y…