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}
}