Dear Tan, Shu Chuan,
I understand your wanting something like object_detection_faster_rcnn.py. I'm sure that you know that a C++ version of faster R-CNN does exist however. Sorry that the Python version is absent, other customers have also asked for it. I will file a feature request on your behalf.