Tensorflow model zoo?

You can likely use the caffe to tensorflow model converter to convert model zoo models. If you try it and report back, it would be great to know. There's a potential issue with converting maxpooling and padding, but it seems to work for many models.

As of now, official TF github page has a list with the group of models. Also you can use keras.applications which has pretrained models.