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README.md

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 ---
 license: apache-2.0
 ---
-#EfficientSAM
+# EfficientSAM
 EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
+
+## Online Demo & Examples
+[Online demo](https://huggingface.co/spaces/yunyangx/EfficientSAM) and examples can be found in the [project page](https://yformer.github.io/efficient-sam/).
+
+If you're using EfficientSAM in your research or applications, please cite using this BibTeX:
+```bibtex
+
+
+@article{xiong2023efficientsam,
+  title={EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything},
+  author={Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest Iandola, Raghuraman Krishnamoorthi, Vikas Chandra},
+  journal={arXiv:2312.00863},
+  year={2023}
+}
+```