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README.md

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+<div align="center">
+
+<div class="logo">
+   <a href="https://shangchenzhou.com/projects/ProPainter/">
+      <img src="assets/propainter_logo1" onmouseover="this.src='assets/propainter_logo2';" onmouseout="this.src='assets/propainter_logo1';" style="width:180px; border-radius:50%; box-shadow: 0 0 10px #f00">
+   </a>
+</div>
+
+<h1>ProPainter: Improving Propagation and Transformer for Video Inpainting</h1>
+
+<div>
+    <a href='https://shangchenzhou.com/' target='_blank'>Shangchen Zhou</a>&emsp;
+    <a href='https://li-chongyi.github.io/' target='_blank'>Chongyi Li</a>&emsp;
+    <a href='https://ckkelvinchan.github.io/' target='_blank'>Kelvin C.K. Chan</a>&emsp;
+    <a href='https://www.mmlab-ntu.com/person/ccloy/' target='_blank'>Chen Change Loy</a>
+</div>
+<div>
+    S-Lab, Nanyang Technological University&emsp; 
+</div>
+
+<div>
+    <strong>ICCV 2023</strong>
+</div>
+<div>
+    <h4 align="center">
+        <a href="https://shangchenzhou.com/projects/ProPainter/" target='_blank'>[Project Page]</a> •
+        <a href="#" target='_blank'>[arXiv (coming soon)]</a> •
+        <a href="https://youtu.be/Cc89WF-2zz0" target='_blank'>[Demo Video]</a>
+    </h4>
+</div>
+
+:open_book: For more visual results, go checkout our <a href="https://shangchenzhou.com/projects/ProPainter/" target="_blank">project page</a>
+
+
+---
+
+</div>
+
+
+## Update
+
+<!-- - **2023.09.02**: Our code and model are publicly available. :whale:  -->
+- **2023.09.01**: This repo is created.
+
+## Results
+
+#### 🏂 Object Removal
+<table>
+<tr>
+   <td> 
+      <img src="assets/object_removal1.gif">
+   </td>
+   <td> 
+      <img src="assets/object_removal2.gif">
+   </td>
+</tr>
+</table>
+
+#### 🌈 Watermark Removal
+<table>
+<tr>
+   <td> 
+      <img src="assets/watermark_removal1.gif">
+   </td>
+   <td> 
+      <img src="assets/watermark_removal2.gif">
+   </td>
+</tr>
+</table>
+
+#### 🎨 Video Completion
+<table>
+<tr>
+   <td> 
+      <img src="assets/video_completion1.gif">
+   </td>
+   <td> 
+      <img src="assets/video_completion2.gif">
+   </td>
+</tr>
+</table>
+
+
+
+
+
+## Overview
+![overall_structure](assets/ProPainter_pipeline.png)
+
+
+
+
+## Citation
+
+   If you find our repo useful for your research, please consider citing our paper:
+
+   ```bibtex
+   @inproceedings{zhou2023propainter,
+      title={{ProPainter}: Improving Propagation and Transformer for Video Inpainting},
+      author={Zhou, Shangchen and Li, Chongyi and Chan, Kelvin C.K and Loy, Chen Change},
+      booktitle={Proceedings of IEEE International Conference on Computer Vision (ICCV)},
+      year={2023}
+   }
+   ```
+
+
+## License
+
+This project is licensed under <a rel="license" href="./LICENSE">NTU S-Lab License 1.0</a>. Redistribution and use should follow this license.
+
+
+## Contact
+If you have any questions, please feel free to reach me out at `[email protected]`. 
+
+## Acknowledgement
+
+This code is based on [E2FGVI](https://github.com/MCG-NKU/E2FGVI) and [STTN](https://github.com/researchmm/STTN). Some code are brought from [BasicVSR++](https://github.com/ckkelvinchan/BasicVSR_PlusPlus). Thanks for their awesome works.