Computer Vision Expert Needed for Object Tracking Bug Fix

i m looking a an expert computer vision expert who can solve my bug. I need to improve tracking of humans in the code. Have a look at the video. the id of person is changing when he passes from some other person from behind the camera. I want the code to retain the id.