Update README.md

README.md

@@ -1,3 +1,20 @@
----
-license: gpl-3.0
----
+---
+license: gpl-3.0
+pipeline_tag: zero-shot-object-detection
+---
+
+
+## WeDetect: Fast Open-Vocabulary Object Detection as Retrieval
+
+This is the official PyTorch implementation of [WeDetect](https://arxiv.org/abs/2512.12309). Please see our [GitHub](https://github.com/WeChatCV/WeDetect).
+
+If you find our work helpful for your research, please consider citing our paper.
+
+```
+@article{fu2025wedetect,
+  title={WeDetect: Fast Open-Vocabulary Object Detection as Retrieval},
+  author={Fu, Shenghao and Su, Yukun and Rao, Fengyun and LYU, Jing and Xie, Xiaohua and Zheng, Wei-Shi},
+  journal={arXiv preprint arXiv:2512.12309},
+  year={2025}
+}
+```