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This repo contains the official code for the paper 'Score refinement for confidence-based 3D multi-object tracking'

License: MIT License

Python 98.91% Shell 1.09%

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jschroeder431 avatar nuri-benbarka avatar

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cbmot's Issues

About the CenterPoint + CenterTrack experiment's input

Thanks for sharing your research. I'm trying to reproduce the results of "Results.sh" from the scratch and have a question about the Centerinput file of "work_dir4".
How to generate the "centertrack_tracks.json" from the output of CenterTrack?
Could I make the json with CenterTrack's nuScenes 3D tracking model? According to your paper, it is necessary to re-managing tracking IDs. Would you please tell me some more details?

Data preparation

Hello I want to ask what should the file structure looks like?
I don't fully understand the hyperlink between Nuscenes_data_set and ./nuScenes
I download the Nuscenes dataset like below
image

Then how should I do to link the data

Now my file structure looks like
CBMOT
|--data
|----sets
|-------Nuscenes
|---------samples
|---------sweeps
|---------maps
|---------v1.0-*

Could you help me to figure out how does the file structure should be?
Thanks!!!
image

Issue with --Hungarian True argument

Command :

python main.py --work_dir work_dir2 --max_age 3 --Lidar_traindata True --hungarian True

Error message:

Traceback (most recent call last):
  File "main.py", line 362, in <module>
    eval_tracking()
  File "main.py", line 215, in main

  File "/home/user/CBMOT/tracker.py", line 325, in step_centertrack
    matching = comparing_positions(self, self.tracks, results, tracks, dets)
  File "/home/user/CBMOT/tracker.py", line 73, in comparing_positions
    unmatched_positions1_data = [d for d in range(positions1.shape[0]) if not (d in matched_indices[:, 1])]
  File "/home/user/CBMOT/tracker.py", line 73, in <listcomp>
    unmatched_positions1_data = [d for d in range(positions1.shape[0]) if not (d in matched_indices[:, 1])]
TypeError: tuple indices must be integers or slices, not tuple

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