FairMOT[1] is a one-shot tracker to fuse object detection and re-identification in a single network. The most contributions in this papar are
anchor-freeRe-ID feture extraction, multi-layerfeature aggregationandlower-dimensionalre-ID fetures. There are some details of reading and implementing it.