/siamfc-pytorch-gpu-benchmark

Primary LanguageJupyter Notebook

SiamFC on Pytorch

This is the pytorch-version siamfc.

Tutorial notebook is added.

I borrowed some code from Huang's git: https://github.com/huanglianghua/siamfc-pytorch, many thanks.

Prerequisites

strongly suggest that you need Anaconda Env. And a good Pytorch.

I use a customed training method to reduplicate the result.

Tutorials

Benchmark

https://github.com/bilylee/tracker_benchmark

References

If you find this work useful, please consider citing

↓ [Original method] ↓

@inproceedings{bertinetto2016fully,
  title={Fully-Convolutional Siamese Networks for Object Tracking},
  author={Bertinetto, Luca and Valmadre, Jack and Henriques, Jo{\~a}o F and Vedaldi, Andrea and Torr, Philip H S},
  booktitle={ECCV 2016 Workshops},
  pages={850--865},
  year={2016}
}

↓ [Improved method and evaluation] ↓

@article{valmadre2017end,
  title={End-to-end representation learning for Correlation Filter based tracking},
  author={Valmadre, Jack and Bertinetto, Luca and Henriques, Jo{\~a}o F and Vedaldi, Andrea and Torr, Philip HS},
  journal={arXiv preprint arXiv:1704.06036},
  year={2017}
}