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# 🌊 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory | ||
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[[Arxiv]]()[[Raw Results]]() | ||
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This repository is the official implementation of SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory | ||
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## Code & Installation | ||
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## Main Results | ||
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## Acknowledgment | ||
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SAMURAI is built on top of [SAM 2](https://github.com/facebookresearch/sam2?tab=readme-ov-file) by Meta FAIR. | ||
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The VOT evaluation code is modifed from [VOT Toolkit](https://github.com/votchallenge/toolkit) by Luka Čehovin Zajc. | ||
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## Citation | ||
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Please consider citing our paper and the wonderful `SAM 2` if you found our work interesting and useful. | ||
``` | ||
@article{ravi2024sam2, | ||
title={SAM 2: Segment Anything in Images and Videos}, | ||
author={Ravi, Nikhila and Gabeur, Valentin and Hu, Yuan-Ting and Hu, Ronghang and Ryali, Chaitanya and Ma, Tengyu and Khedr, Haitham and R{\"a}dle, Roman and Rolland, Chloe and Gustafson, Laura and Mintun, Eric and Pan, Junting and Alwala, Kalyan Vasudev and Carion, Nicolas and Wu, Chao-Yuan and Girshick, Ross and Doll{\'a}r, Piotr and Feichtenhofer, Christoph}, | ||
journal={arXiv preprint arXiv:2408.00714}, | ||
url={https://arxiv.org/abs/2408.00714}, | ||
year={2024} | ||
} | ||
@article{yang2024samurai, | ||
title={Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory}, | ||
author={Yang, Cheng-Yen and Huang, Hsiang-Wei and Chai, Wenhao and Jiang, Zhongyu and Hwang, Jenq-Neng}, | ||
journal={}, | ||
url={}, | ||
year={2024} | ||
} | ||
``` | ||
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