Why MCMOT can track stationary objects while FairMOT cannot?

CaptainEven / MCMOT

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID

MIT License

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Why MCMOT can track stationary objects while FairMOT cannot? #62

Closed ShellyLingling closed 3 years ago

ShellyLingling commented 3 years ago

when I test custom dataset，I found that FairMOT does not track objects that are static in the video. But in your demo videos, static objects can also be well tracked！ what's the difference between FairMOT and your work? @CaptainEven The video I tested was of a man sitting at a table. The table blocked half of the person's body. I'm new to MOT, so my question may be a bit naive! thank you in advance!

CaptainEven commented 3 years ago

From my perspective of view, FairMOT can track static(do not moving) objects as well. You can see it in this repo for vehicle tracking: https://github.com/CaptainEven/FairMOTVehicle

dragen1860 commented 2 years ago

@ShellyLingling , It seems you have reproduced the repo well. But I run the demo.py and only get empty reult: aa00000

here is my cmd: python demo.py --load_model mcmot_last_track_resdcn_18_visdrone.pth --input-video /media/sdb/long/deta/test_videos/jump_brave.mkv

Could you kindly give some tips on how to resolve this bug? thank you very much.