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# Opening Up Open-World Tracking - Official Evaluation Code
TrackEval now contains the official evalution code for evaluating the task of **Open World Tracking**.
This is the official code from the following paper:
<pre><b>Opening up Open-World Tracking</b>
Yang Liu*, Idil Esen Zulfikar*, Jonathon Luiten*, Achal Dave*, Deva Ramanan, Bastian Leibe, Aljoša Ošep, Laura Leal-Taixé
<t><t>*Equal contribution
CVPR 2022</pre>
[Paper](https://arxiv.org/abs/2104.11221)
[Website](https://openworldtracking.github.io)
## Running and understanding the code
The code can be run by running the following script (see script for arguments and how to run):
[TAO-OW run script](https://github.com/JonathonLuiten/TrackEval/blob/master/scripts/run_tao_ow.py)
To understand the the data is being read and used, see the TAO-OW dataset class:
[TAO-OW dataset class](https://github.com/JonathonLuiten/TrackEval/blob/master/trackeval/datasets/tao_ow.py)
The implementation of the 'Open World Tracking Accuracy' (OWTA) metric proposed in the paper can be found here:
[OWTA metric](https://github.com/JonathonLuiten/TrackEval/blob/master/trackeval/metrics/hota.py)
## Citation
If you work with the code and the benchmark, please cite:
***Opening Up Open-World Tracking***
```
@inproceedings{liu2022opening,
title={Opening up Open-World Tracking},
author={Liu, Yang and Zulfikar, Idil Esen and Luiten, Jonathon and Dave, Achal and Ramanan, Deva and Leibe, Bastian and O{\v{s}}ep, Aljo{\v{s}}a and Leal-Taix{\'e}, Laura},
journal={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2022}
}
```
***TrackEval***
```
@misc{luiten2020trackeval,
author = {Jonathon Luiten, Arne Hoffhues},
title = {TrackEval},
howpublished = {\url{https://github.com/JonathonLuiten/TrackEval}},
year = {2020}
}
```
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