TensorFlow HUB currently doesn’t support fine-tuning on Faster RCNN and generally on other models in the Object Detection API.
But it is a quite requested feature. See Make Object detection models fine-tunable · Issue #678 · tensorflow/hub · GitHub 25.
Let’s see if there is any other progress to share on this.