How to convert a tensorflow hub pretrained model as to be consumable by tensorflow serving

Question

I am trying to use https://tfhub.dev/google/faster_rcnn/openimages_v4/inception_resnet_v2/1 for my object detection task. The problems I am facing are:

1. On