<div align="center">
<h1>set-of-mark</h1>
<br>
[](https://badge.fury.io/py/setofmark)
[](https://github.com/roboflow/setofmark/blob/main/LICENSE)
[](https://badge.fury.io/py/setofmark)
[](https://huggingface.co/spaces/Roboflow/SoM)
</div>
## 👋 hello
Visual Prompting for Large Multimodal Models (LMMs).
https://github.com/roboflow/set-of-mark/assets/26109316/4b8a2eab-0f3d-454b-8649-61f6c2f78119
## 💻 install
```bash
pip install setofmark
```
## 💜 acknowledgement
This project is based on [Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding
in GPT-4V](https://arxiv.org/abs/2310.11441) by Jianwei Yang, Hao Zhang, Feng Li, Xueyan
Zou, Chunyuan Li, Jianfeng Gao. We thank the authors for their work and for releasing
their [code](https://github.com/microsoft/SoM).
## 🦸 contribution
We would love your help in making this repository even better! If you noticed any bug,
or if you have any suggestions for improvement, feel free to open an
[issue](https://github.com/roboflow/set-of-mark/issues) or submit a
[pull request](https://github.com/roboflow/set-of-mark/pulls).
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