[Doc] Update README for new models (PaddlePaddle#1684)

Author: shiyutang

README.md

@@ -35,7 +35,6 @@ Welcome to PaddleSeg! PaddleSeg is an end-to-end image segmentation development
 ---------------
 
 
-
 ## Core Features
 
 * <img src="./docs/images/f1.png" width="20"/> **High-Performance Model**: Based on the high-performance backbone trained by Baidu's self-developed [semi-supervised label knowledge distillation scheme (SSLD)](https://paddleclas.readthedocs.io/zh_CN/latest/advanced_tutorials/distillation/distillation.html#ssld), combined with the state of the art segmentation technology, we provide 50+ high-quality pre-training models, which are better than other open-source implementations.
@@ -168,6 +167,7 @@ python train.py --config configs/quick_start/bisenet_optic_disc_512x512_1k.yml
 * [CVPR Champion Solution](./contrib/AutoNUE)
 * [Interactive Segmentation](./EISeg)
 * [Matting](./contrib/Matting)
+* [Domain Adaptation](./contrib/DomainAdaptation)
 
 ## Feedbacks and Contact
 * The dynamic version is still under development, if you find any issue or have an idea on new features, please don't hesitate to contact us via [GitHub Issues](https://github.com/PaddlePaddle/PaddleSeg/issues).
@@ -178,11 +178,13 @@ python train.py --config configs/quick_start/bisenet_optic_disc_512x512_1k.yml
 * Thanks [zjhellofss](https://github.com/zjhellofss) (Fu Shenshen) for contributing Attention U-Net, and Dice Loss.
 * Thanks [liuguoyu666](https://github.com/liguoyu666), [geoyee](https://github.com/geoyee) for contributing U-Net++ and U-Net3+.
 * Thanks [yazheng0307](https://github.com/yazheng0307) (LIU Zheng) for contributing quick-start document.
-* Thanks [CuberrChen](https://github.com/CuberrChen) for contributing STDC (rethink BiSeNet), PointRend and DetailAggregateLoss.
+* Thanks [CuberrChen](https://github.com/CuberrChen) for contributing STDC(rethink BiSeNet), PointRend and DetailAggregateLoss.
 * Thanks [stuartchen1949](https://github.com/stuartchen1949) for contributing SegNet.
-* Thanks [justld](https://github.com/justld) (Lang Du) for contributing ESPNet，HRNet_W48_Contrast and PixelContrastCrossEntropyLoss.
+* Thanks [justld](https://github.com/justld) (Lang Du) for contributing ESPNetV2, DMNet, ENCNet, HRNet_W48_Contrast, SECrossEntropyLoss and PixelContrastCrossEntropyLoss.
 * Thanks [Herman-Hu-saber](https://github.com/Herman-Hu-saber) (Hu Huiming) for contributing ESPNet.
 * Thanks [zhangjin12138](https://github.com/zhangjin12138) for contributing RandomCenterCrop.
+* Thanks [simuler](https://github.com/simuler) for contributing ESPNetV1.
+* Thanks [ETTR123](https://github.com/ETTR123)(Zhang Kai) for contributing PFPNNet.
 
 ## Citation
 If you find our project useful in your research, please consider citing:

README_CN.md

@@ -141,6 +141,7 @@ PaddleSeg是基于飞桨[PaddlePaddle](https://www.paddlepaddle.org.cn)开发的
 - [全景分割](./contrib/PanopticDeepLab)
 - [交互式分割](./EISeg)
 - [深度抠图](./contrib/Matting)
+- [领域自适应](./contrib/DomainAdaptation)
 
 ## 代码贡献
 
@@ -150,9 +151,11 @@ PaddleSeg是基于飞桨[PaddlePaddle](https://www.paddlepaddle.org.cn)开发的
 - 非常感谢[yazheng0307](https://github.com/yazheng0307) (刘正)贡献快速开始教程文档。
 - 非常感谢[CuberrChen](https://github.com/CuberrChen)贡献STDC (rethink BiSeNet) PointRend，和 Detail Aggregate损失函数。
 - 非常感谢[stuartchen1949](https://github.com/stuartchen1949)贡献 SegNet。
-- 非常感谢[justld](https://github.com/justld)(郎督)贡献 ESPNet，HRNet_W48_Contrast 和 PixelContrastCrossEntropyLoss 损失函数。
+- 非常感谢[justld](https://github.com/justld)(郎督)贡献 ESPNetV2, DMNet, ENCNet, HRNet_W48_Contrast, SECrossEntropyLoss 和PixelContrastCrossEntropyLoss。
 - 非常感谢[Herman-Hu-saber](https://github.com/Herman-Hu-saber)(胡慧明)参与贡献 ESPNet。
 - 非常感谢[zhangjin12138](https://github.com/zhangjin12138)贡献数据增强方法 RandomCenterCrop。
+- 非常感谢[simuler](https://github.com/simuler) 贡献 ESPNetV1。
+- 非常感谢[ETTR123](https://github.com/ETTR123)(张恺) 贡献 PFPNNet。
 
 
 ## 学术引用 <img src="./docs/images/yinyong.png" width="30"/>

configs/espnet/README.md

@@ -14,5 +14,4 @@
 
 
 #### Additional Requirement
-- paddlepaddle >= 2.2.0  
-- ESPNetV2 does not support exporting.
+- paddlepaddle develop version after 20211230

docs/model_zoo_overview.md

@@ -35,6 +35,10 @@
 |[SegNet](../configs/segnet)|-|-|-|-|
 |[ESPNetV2](../configs/espnet)|-|-|-|-|
 |[HRNetW48Contrast](../configs/hrnet_w48_contrast)|-|-|-|✔|
+|[DMNet](../configs/dmnet)|-|✔|-|-|
+|[ESPNetV1](../configs/espnetv1)|-|-|-|-|
+|[ENCNet](../configs/encnet)|-|✔|-|-|
+|[PFPNNet](../configs/pfpn)|-|✔|-|-|
 
 ### Transformer系列
 * [SETR](../configs/setr)