Multi person tracking using multi camera

i have project in python and c++ both .it is for single camera .now we need to extend it for multiple [login to view URL] input will be 2 video simultaneously in different orientation .for same ;person in two video we need to recognise him using id and recatngle . like if for person 1 in first video id is 1 then in different orientation video it also should be id 1