Proposal generation using Feature Pyramid Networks (FPN)

How to get proposals (boxes) on given image using Feature Pyramid Networks (FPN) pretrained Microsoft Common Objects in Context (MSCOCO) dataset to conduct human detection?

You can check this tutorial and select the model you like from the mentioned TFHub list: