Benchmark:

MOT17 | MOT20 |

Short name:

STC_Tracker

Detector:

Private

Description:

Transformer detector based on TransCenter (Yihung Xu et al.) with a Kalman filter motion model as in StrongSORT (Yunhao Du et al.) and BOT-SORT (Nir Aharon et al.) and with FastReid (Lingxiao He et al.) for additional association accuracy

Reference:

A. Galor, R. Orfaig, B. Bobrovsky. Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations. In arXiv preprint arXiv:2210.13570, 2022.

Last submitted:

August 17, 2022 (3 years ago)

Published:

February 27, 2023 at 14:09:39 CET

Submissions:

1

Project page / code:

https://github.com/amitgalor18/STC_Tracker

Open source:

Yes

Hardware:

GTX 1180 8GB GPU, 2.1 GHz Intel Xeon Processor

Runtime:

9.5 Hz

Benchmark performance:

Detailed performance:

Raw data:

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