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| # Opening Up Open-World Tracking - Official Evaluation Code |
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| TrackEval now contains the official evalution code for evaluating the task of **Open World Tracking**. |
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| This is the official code from the following paper: |
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| <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 |
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| 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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