Update README.md

README.md

@@ -1,3 +1,61 @@
----
-license: mit
----
+# VPTracker: Global Vision-Language Tracking via Visual Prompt and MLLM
+
+[![arXiv](https://img.shields.io/badge/Arxiv-2508.04107-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2512.22799)
+[![Python](https://img.shields.io/badge/Python-3.9-blue.svg)](https://www.python.org/downloads/)
+[![PyTorch](https://img.shields.io/badge/PyTorch-2.5.1-red.svg)](https://pytorch.org/)
+[![Transformers](https://img.shields.io/badge/Transformers-4.37.2-green.svg)](https://huggingface.co/docs/transformers/)
+
+<img src="assets/VPTracker.jpg" width="800">
+
+## 🚀 Quick Start
+
+### Installation
+
+```bash
+conda create -n gltrack python==3.10
+conda activate gltrack
+
+cd ms-swift
+conda install -c conda-forge pyarrow sentencepiece
+pip install -e .
+pip install "sglang[all]" -U
+pip install "vllm>=0.5.1" "transformers<4.55" "trl<0.21" -U
+pip install "lmdeploy>=0.5" -U
+pip install autoawq -U --no-deps
+pip install auto_gptq optimum bitsandbytes "gradio<5.33" -U
+pip install git+https://github.com/modelscope/ms-swift.git
+pip install timm -U
+pip install "deepspeed" -U
+pip install flash-attn==2.7.4.post1 --no-build-isolation
+
+conda install av -c conda-forge
+pip install qwen_vl_utils qwen_omni_utils decord librosa icecream soundfile -U
+pip install liger_kernel nvitop pre-commit math_verify py-spy -U
+
+```
+
+## 👀 Visualization
+<img src="assets/Results.jpg" width="800">
+
+## 🙏 Acknowledgments
+This code is developed on the top of [ms-swift](https://github.com/modelscope/ms-swift)
+
+## ✉️ Contact
+
+Email: jcwang@stu.ecnu.edu.cn. Any kind discussions are welcomed!
+
+---
+
+## 📖 Citation
+If our work is useful for your research, please consider cite:
+```
+@misc{wang2025vptrackerglobalvisionlanguagetracking,
+      title={VPTracker: Global Vision-Language Tracking via Visual Prompt and MLLM}, 
+      author={Jingchao Wang and Kaiwen Zhou and Zhijian Wu and Kunhua Ji and Dingjiang Huang and Yefeng Zheng},
+      year={2025},
+      eprint={2512.22799},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2512.22799}, 
+}
+```