EnsembleMOT: A Step towards Ensemble Learning of Multiple Object Tracking
Yunhao Du, Zihang Liu, Fei Su
Just run python EnsembleMOT.py directly.
You can modify the methods list to select trackers to be merged.
For example, the default is
methods = [
join(dir_results, 'FairMOT'),
join(dir_results, 'SiamMOT'),
]and you can change it to
methods = [
join(dir_results, 'TransTrack'),
join(dir_results, 'CenterTrack'),
]
- Voting-based Ensemble
- DeepSORT-based Ensemble
@misc{2210.05278,
Author = {Yunhao Du and Zihang Liu and Fei Su},
Title = {EnsembleMOT: A Step towards Ensemble Learning of Multiple Object Tracking},
Year = {2022},
Eprint = {arXiv:2210.05278},
}