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MetaMOT/tutorials/centertrack/README.md

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meta learning added
3 years ago
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  1. # CenterTrack

  2. 

  3. Step1.  git clone https://github.com/xingyizhou/CenterTrack.git

  4. 

  5. 

  6. Step2. 

  7. 

  8. replace https://github.com/xingyizhou/CenterTrack/blob/master/src/lib/utils/tracker.py

  9. 

  10. replace https://github.com/xingyizhou/CenterTrack/blob/master/src/lib/opts.py

  11. 

  12. 

  13. Step3. run

  14. ```

  15. python3 test.py tracking --exp_id mot17_half --dataset mot --dataset_version 17halfval --pre_hm --ltrb_amodal  --load_model ../models/mot17_half.pth --track_thresh 0.4 --new_thresh 0.5 --out_thresh 0.2 --pre_thresh 0.5

  16. ```

  17. 

  18. 

  19. # CenterTrack_BYTE

  20. 

  21. Step1.  git clone https://github.com/xingyizhou/CenterTrack.git

  22. 

  23. 

  24. Step2. 

  25. 

  26. replace https://github.com/xingyizhou/CenterTrack/blob/master/src/lib/utils/tracker.py by byte_tracker.py

  27. 

  28. replace https://github.com/xingyizhou/CenterTrack/blob/master/src/lib/opts.py

  29. 

  30. add mot_online to https://github.com/xingyizhou/CenterTrack/blob/master/src/lib/utils

  31. 

  32. Step3. run

  33. ```

  34. python3 test.py tracking --exp_id mot17_half --dataset mot --dataset_version 17halfval --pre_hm --ltrb_amodal  --load_model ../models/mot17_half.pth --track_thresh 0.4 --new_thresh 0.5 --out_thresh 0.2 --pre_thresh 0.5

  35. ```

  36. 

  37. 

  38. ## Notes

  39. tracker.py: only motion

  40. 

  41. byte_tracker.py: motion with kalman filter

  42.