Finding a Pertained Autoencoder Model

I am trying to use an autoencoder for image compression. So far, I have trained my own model (based on the TF2.0 tutorial) to do so with bad results. I was thinking that a pretrained model could give me much better results. I've looked in Tensorflow Hub and Model Zoo among others so far to no results. Could anyone suggest me a good source for this sort of thing?