update readme

README.md

@@ -8,6 +8,41 @@
 [Ziwei Liu](https://liuziwei7.github.io/)<sup>\*</sup>,&nbsp; [Zhongqi Miao](https://github.com/zhmiao)<sup>\*</sup>,&nbsp; [Xingang Pan](https://xingangpan.github.io/),&nbsp; [Xiaohang Zhan](https://xiaohangzhan.github.io/),&nbsp; [Dahua Lin](http://dahua.me/),&nbsp; [Stella X. Yu](https://www1.icsi.berkeley.edu/~stellayu/),&nbsp; [Boqing Gong](http://boqinggong.info/)&nbsp; (CUHK & Berkeley & Google)&nbsp; 
 in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020, **Oral Presentation**
 
+<img src='./assets/intro.png' width=800>
+
+Further information please contact [Zhongqi Miao](mailto:zhongqi.miao@berkeley.edu) and [Ziwei Liu](https://liuziwei7.github.io/).
+
+## Requirements
+* [PyTorch](https://pytorch.org/) (version >= 0.4.1)
+* [scikit-learn](https://scikit-learn.org/stable/)
+
+## Data Preparation
+
+<img src='./assets/dataset.png' width=800>
+
+
+
+## Getting Started (Training & Testing)
+
+<img src='./assets/pipeline.png' width=800>
+
+### C-Digits
+
+
+
+### C-Faces
+
+
+
+## Reproduced Benchmarks and Model Zoo
+
+### C-Digits
+
+
+### C-Faces
+
+
+
 ## License and Citation
 The use of this software is released under [BSD-3](https://github.com/zhmiao/OpenCompoundDomainAdaptation-OCDA/blob/master/LICENSE).
 ```