diff --git a/README.md b/README.md
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+++ b/README.md
@@ -4,10 +4,16 @@
## Introduction
-[![build](https://github.com/open-mmlab/mmediting/workflows/build/badge.svg)](https://github.com/open-mmlab/mmediting/actions)
-[![docs](https://readthedocs.org/projects/mmediting/badge/?version=latest)](https://mmediting.readthedocs.io/en/latest/?badge=latest)
+English | [简体中文](/README_zh-CN.md)
+
+[![Documentation](https://readthedocs.org/projects/mmediting/badge/?version=latest)](https://mmediting.readthedocs.io/en/latest/?badge=latest)
+[![actions](https://github.com/open-mmlab/mmediting/workflows/build/badge.svg)](https://github.com/open-mmlab/mmediting/actions)
[![codecov](https://codecov.io/gh/open-mmlab/mmediting/branch/master/graph/badge.svg)](https://codecov.io/gh/open-mmlab/mmediting)
-[![license](https://img.shields.io/github/license/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/blob/master/LICENSE)
+[![PyPI](https://badge.fury.io/py/mmedit.svg)](https://pypi.org/project/mmedit/)
+[![LICENSE](https://img.shields.io/github/license/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/blob/master/LICENSE)
+[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/issues)
+[![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/issues)
+
MMEditing is an open source image and video editing toolbox based on PyTorch. It is a part of the [OpenMMLab](https://open-mmlab.github.io/) project.
@@ -57,6 +63,22 @@ Please refer to [install.md](docs/install.md) for installation.
Please see [getting_started.md](docs/getting_started.md) for the basic usage of MMEditing.
+
+
+## Citation
+
+If you find this project useful in your research, please consider cite:
+
+```bibtex
+@misc{mmediting2020,
+ title={OpenMMLab Editing Estimation Toolbox and Benchmark},
+ author={MMEditing Contributors},
+ howpublished = {\url{https://github.com/open-mmlab/mmediting}},
+ year={2020}
+}
+```
+```
+
## Contributing
We appreciate all contributions to improve MMEditing. Please refer to [CONTRIBUTING.md in MMDetection](https://github.com/open-mmlab/mmdetection/blob/master/.github/CONTRIBUTING.md) for the contributing guideline.
diff --git a/README_zh-CN.md b/README_zh-CN.md
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+
+
![](resources/mmediting-logo.png)
+
+
+## Introduction
+
+[English](/README.md) | 简体中文
+
+
+[![Documentation](https://readthedocs.org/projects/mmediting/badge/?version=latest)](https://mmediting.readthedocs.io/en/latest/?badge=latest)
+[![actions](https://github.com/open-mmlab/mmediting/workflows/build/badge.svg)](https://github.com/open-mmlab/mmediting/actions)
+[![codecov](https://codecov.io/gh/open-mmlab/mmediting/branch/master/graph/badge.svg)](https://codecov.io/gh/open-mmlab/mmediting)
+[![PyPI](https://badge.fury.io/py/mmedit.svg)](https://pypi.org/project/mmedit/)
+[![LICENSE](https://img.shields.io/github/license/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/blob/master/LICENSE)
+[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/issues)
+[![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmediting.svg)](https://github.com/open-mmlab/mmediting/issues)
+
+MMEditing 是基于 PyTorch 的图像&视频编辑开源工具箱。是 [OpenMMLab](https://open-mmlab.github.io/) 项目的成员之一。
+
+主分支代码目前支持 **PyTorch 1.3~1.6** 。
+
+文献资料: https://mmediting.readthedocs.io/en/latest/.
+
+
+
![](resources/mmediting-demo.jpg)
+
+
+### 主要特性
+
+- **模块化设计**
+
+ MMEditing 将编辑框架分解为不同的组件,并且可以通过组合不同的模块轻松地构建自定义的编辑器模型。
+
+- **支持多种编辑任务**
+
+ MMEditing 支持*绘画*、*抠图*、*超分辨率*、*生成*等多种主流编辑任务。
+
+- **SOTA**
+
+ MMEditing 提供绘画/抠图/超分辨率/生成等任务最先进的算法.
+
+## 许可证
+
+本项目开源自 [Apache 2.0 license](LICENSE)。
+
+## 更新记录
+
+v0.6.0 版本已于 2021 年 3 月 31 日发布.
+
+需要注意的是 **MMSR** 已作为 MMEditing 的一部分并入本仓库。
+MMEditing 缜密地设计新的框架并将其精心实现,希望能够为您带来更好的体验。
+
+## 基准和模型库
+
+请参考[模型库](https://mmediting.readthedocs.io/en/latest/modelzoo.html)了解详情。
+
+## 安装
+
+请参考[安装指南](docs/install.md)进行安装。
+
+## 开始使用
+
+请参考[使用教程](docs/getting_started.md)获取MMEditing的基本用法。
+
+
+
+## 引用
+
+如果您觉得 MMEditing 对您的研究有所帮助,请考虑引用它:
+
+```bibtex
+@misc{mmediting2020,
+ title={OpenMMLab Editing Estimation Toolbox and Benchmark},
+ author={MMEditing Contributors},
+ howpublished = {\url{https://github.com/open-mmlab/mmediting}},
+ year={2020}
+}
+```
+
+## 参与贡献
+
+感谢您为改善 MMEditing 所做的所有贡献。请参阅 [CONTRIBUTING.md in MMDetection](https://github.com/open-mmlab/mmdetection/blob/master/.github/CONTRIBUTING.md) 以获取贡献准则。
+
+## 致谢
+
+MMEditing 是一款由不同学校和公司共同贡献的开源项目。我们感谢所有为项目提供算法复现和新功能支持的贡献者,以及提供宝贵反馈的用户。 我们希望该工具箱和基准测试可以为社区提供灵活的代码工具,供用户复现现有算法并开发自己的新模型,从而不断为开源社区提供贡献。
+
+## OpenMMLab 的其他项目
+
+- [MMCV](https://github.com/open-mmlab/mmcv): OpenMMLab 计算机视觉基础库
+- [MMClassification](https://github.com/open-mmlab/mmclassification): 图像分类工具箱与测试基准
+- [MMDetection](https://github.com/open-mmlab/mmdetection): OpenMMLab 检测工具箱与测试基准
+- [MMDetection3D](https://github.com/open-mmlab/mmdetection3d): OpenMMLab 新一代通用3D目标检测平台
+- [MMSegmentation](https://github.com/open-mmlab/mmsegmentation): 语义分割工具箱与测试基准
+- [MMAction2](https://github.com/open-mmlab/mmaction2): OpenMMLab 新一代视频理解工具箱与测试基准
+- [MMTracking](https://github.com/open-mmlab/mmtracking): OpenMMLab 一体化视频目标感知平台
+- [MMPose](https://github.com/open-mmlab/mmpose): OpenMMLab 姿态估计工具箱与测试基准
+- [MMEditing](https://github.com/open-mmlab/mmediting): OpenMMLab 图像视频编辑工具箱
+- [MMOCR](https://github.com/open-mmlab/mmocr): OpenMMLab 全流程文字检测识别理解工具包
+
+## 欢迎加入 OpenMMLab 社区
+
+扫描下方的二维码可关注 OpenMMLab 团队的 [知乎官方账号](https://www.zhihu.com/people/openmmlab),加入 OpenMMLab 团队的 [官方交流 QQ 群](https://jq.qq.com/?_wv=1027&k=aCvMxdr3)
+
+
+
![](resources/qq_group_qrcode.jpg)
+
+
+我们会在 OpenMMLab 社区为大家
+
+- 📢 分享 AI 框架的前沿核心技术
+- 💻 解读 PyTorch 常用模块源码
+- 📰 发布 OpenMMLab 的相关新闻
+- 🚀 介绍 OpenMMLab 开发的前沿算法
+- 🏃 获取更高效的问题答疑和意见反馈
+- 🔥 提供与各行各业开发者充分交流的平台
+
+干货满满 📘,等你来撩 💗,OpenMMLab 社区期待您的加入 👬
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