Thanks very much, thought that was likely to be the case but just wanted to check. I notice that you have set the std dev to zero wheras in the pytorch model zoo documentation is is set to std = [0.229, 0.224, 0.225].  I guess that using this will make the clipping problem worse such that the target image will then lose significant information.