What about adding a ReID branch?

xingyizhou / CenterTrack

Simultaneous object detection and tracking using center points.

MIT License

2.34k stars 525 forks source link

What about adding a ReID branch? #15

Open DuinoDu opened 4 years ago

DuinoDu commented 4 years ago

Awesome work! What about adding a ReID branch in centertrack? With one id feature for each center, this tracker can track in global way. What do u think of it?

TTTREE commented 4 years ago

我也有同样的想法！

DuinoDu commented 4 years ago

RetinaTrack is done like that. Looking forward to author‘s comparison.

bhack commented 4 years ago

https://github.com/xingyizhou/CenterTrack/issues/4

JerExJs commented 4 years ago

Sadly, the source code of RetinaTrack is not released :(

ifzhang commented 4 years ago

The idea is realized by FairMOT: https://github.com/ifzhang/FairMOT, which also reaches SOTA results. Adding a ReID branch helps a lot on the IDF1 score. Thanks for the wonderful work of CenterNet.

bhack commented 4 years ago

FairMOT seems to still require kalman right? It could be interesting to use ReID head like that one but with the greedy approach in CenterTrack cause there was already some analsys against kalman in the CenterTrack paper.