TinySAM

https://github.com/xinghaochen/tinysam

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TinySAM proposes a framework to obtain a tiny segment anything model while maintaining strong...

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### Run TinySAM Demo Scripts

Source: https://github.com/xinghaochen/tinysam/blob/main/README.md

Execute the provided demo scripts to perform inference using different TinySAM strategies.

```bash
python demo.py
```

```bash
python demo_hierachical_everything.py
```

```bash
python demo_quant.py
```

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### Run COCO Evaluation

Source: https://github.com/xinghaochen/tinysam/blob/main/README.md

Executes the evaluation script for zero-shot instance segmentation on the COCO dataset.

```bash
cd eval; sh eval_coco.sh
```

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### Cite TinySAM in BibTeX

Source: https://github.com/xinghaochen/tinysam/blob/main/README.md

Use this BibTeX entry to cite the TinySAM research paper in academic publications.

```bibtex
@article{tinysam,
  title={TinySAM: Pushing the Envelope for Efficient Segment Anything Model},
  author={Shu, Han and Li, Wenshuo and Tang, Yehui and Zhang, Yiman and Chen, Yihao and Li, Houqiang and Wang, Yunhe and Chen, Xinghao},
  journal={arXiv preprint arXiv:2312.13789},
  year={2023}
}
```

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