diff --git a/README.md b/README.md
index 847c747254..f19d09bdc1 100644
--- a/README.md
+++ b/README.md
@@ -8,11 +8,11 @@ English | [简体中文](README_CN.md)
**A High-Efficient Development Toolkit for Image Segmentation based on [PaddlePaddle](https://github.com/paddlepaddle/paddle).**
-[![Build Status](https://travis-ci.org/PaddlePaddle/PaddleSeg.svg?branch=release/2.1)](https://travis-ci.org/PaddlePaddle/PaddleSeg)
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE)
[![Version](https://img.shields.io/github/release/PaddlePaddle/PaddleSeg.svg)](https://github.com/PaddlePaddle/PaddleSeg/releases)
![python version](https://img.shields.io/badge/python-3.6+-orange.svg)
![support os](https://img.shields.io/badge/os-linux%2C%20win%2C%20mac-yellow.svg)
+![stars](https://img.shields.io/github/stars/PaddlePaddle/PaddleSeg?color=ccf)
@@ -23,16 +23,16 @@ English | [简体中文](README_CN.md)
## News
- - [2022-04-20] :fire: PaddleSeg v2.5 is released! More details in Release Notes.
+ - [2022-07-20] :fire: PaddleSeg v2.6 is released! More details in Release Notes.
- - Release PP-LiteSeg, a real-time semantic segmentation model. It achieves SOTA trade-off between segmentation accuracy and inference speed. [techical report]
- - Release PP-Matting, a trimap-free image matting model for extremely fine-grained segmentation. It achieves SOTA performance on Composition-1k and Distinctions-646. [techical report]
- - Release MedicalSeg, a newly easy-to-use toolkit for 3D medical image segmentation. It supports the whole process including data preprocessing, model training, and model deployment, and provides the high-accuracy models on lung and spine segmentation.
-
- Upgrade the interactive annotation tool EISeg v0.5 with supporting new areas in chest X-Ray, MRI spine, and defect inspection.
- - Add 5 semantic segmentatioin models, including variants of PP-LiteSeg.
+ - Release PP-HumanSeg v2, an off-the-shelf human segmentation model. It achieves 64.26 FPS on the mobile device, which is 45.5% faster than before.
+ - Release EISeg v1.0, the stable-version semi-automatic tool for image, video and 3D slice data annotation. It achieves "Once for All" (training once, and labelling all) performance.
+ - Release PSSL, a novel pre-training method, including a large dataset that consists of 1.2M+ pseudo semantic segmentation labels corresponding to the whole ImageNet training set. It boosts the performances of various models on all downstream tasks.
+
- Release PP-Matting source code and the pre-trained models. Also, add five more matting methods in machine learning that allow direct usage without training.
+ - Release the industrial model series: high-accuracy models, light-weight models, and super light-weight models, to help developers pick up the most suitable one.
+- [2022-04-20] PaddleSeg v2.5 released a real-time semantic segmentation model PP-LiteSeg, a trimap-free image matting model PP-Matting, and an easy-to-use toolkit for 3D medical image segmentation MedicalSeg.
- [2022-01-20] We release PaddleSeg v2.4 with EISeg v0.4, and PP-HumanSeg including open-sourced dataset PP-HumanSeg14K.
- - [2021-10-11] We released PaddleSeg v2.3 with the improved interactive segmentation tool EISeg v0.3, two matting algorithms, and segmentation model compression.
diff --git a/README_CN.md b/README_CN.md
index 78f457f45f..21f5309b9a 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -6,13 +6,14 @@
-**强大易用的飞桨图像分割开发套件,端到端完成从训练到部署的全流程图像分割应用。**
+**飞桨高性能图像分割开发套件,端到端完成从训练到部署的全流程图像分割应用。**
+
-[![Build Status](https://travis-ci.org/PaddlePaddle/PaddleSeg.svg?branch=release/2.1)](https://travis-ci.org/PaddlePaddle/PaddleSeg)
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE)
[![Version](https://img.shields.io/github/release/PaddlePaddle/PaddleSeg.svg)](https://github.com/PaddlePaddle/PaddleSeg/releases)
![python version](https://img.shields.io/badge/python-3.6+-orange.svg)
![support os](https://img.shields.io/badge/os-linux%2C%20win%2C%20mac-yellow.svg)
+![stars](https://img.shields.io/github/stars/PaddlePaddle/PaddleSeg?color=ccf)
@@ -21,14 +22,15 @@
##
最新动态
-* [2022-04-20] :fire: PaddleSeg 2.5版本发布!详细发版信息请参考[Release Note](https://github.com/PaddlePaddle/PaddleSeg/releases)。
- * 发布超轻量级语义分割模型[PP-LiteSeg](./configs/pp_liteseg)以及[技术报告](https://arxiv.org/pdf/2204.02681.pdf),实现精度和速度的最佳平衡。
- * 发布高精度trimap-free抠图模型[PP-Matting](./Matting)以及[技术报告](https://arxiv.org/abs/2204.09433),在Composition-1K和Distinctions-646上实现SOTA指标。
- * 发布3D医疗影像开发套件[MedicalSeg](./contrib/MedicalSeg),支持数据预处理、模型训练、模型部署等全流程开发,并提供肺部、椎骨数据上的高精度分割模型。
- * 升级智能标注工具[EISeg v0.5](./EISeg)版,新增X-Ray胸腔标注、MRI椎骨标注、铝板瑕疵标注。
- * 新增5个经典分割模型, 包括多个版本的PP-LiteSeg,总模型数达到45个。
-* [2022-01-20] PaddleSeg 2.4版本发布交互式分割工具EISeg v0.4,超轻量级人像分割方案[PP-HumanSeg](./contrib/PP-HumanSeg),以及大规模视频会议数据集[PP-HumanSeg14K](./contrib/PP-HumanSeg/paper.md#pp-humanseg14k-a-large-scale-teleconferencing-video-dataset)。
-* [2021-10-11] PaddleSeg 2.3版本发布交互式分割工具EISeg v0.3,开源两种[Matting](./contrib/Matting)算法,以及分割高阶功能[模型蒸馏](./slim/distill)和[模型量化](./slim/quant)方案。
+* [2022-07-20] :fire: PaddleSeg 2.6版本发布!详细发版信息请参考[Release Note](https://github.com/PaddlePaddle/PaddleSeg/releases)。
+ * 发布实时人像分割模型[PP-HumanSeg v2](./contrib/PP-HumanSeg),推理速度提升45.5%,移动端达到64.26 FPS,分割精度更高、通用型更强、零成本开箱即用。
+ * 发布高性能智能标注工具[EISeg v1.0](./EISeg)正式版,实现一次训练万物可标,加速提升图像、视频、3D医疗影像等领域的分割标注效率。
+ * 发布120多万张ImageNet分割伪标签数据集,以及预训练方法[PSSL](./configs/pssl),全面提升分割模型在下游任务上的性能。
+ * 开源[PP-Matting](./Matting)代码和预训练模型,并新增5种传统机器学习抠图方法,无需训练可直接使用。
+ * 发布产业级语义分割模型,包括高精度、轻量级和超轻量级系列。
+* [2022-04-20] PaddleSeg 2.5版本发布超轻量级语义分割模型[PP-LiteSeg](./configs/pp_liteseg),高精度抠图模型PP-Matting,3D医疗影像开发套件[MedicalSeg](./contrib/MedicalSeg),交互式分割工具EISeg v0.5。
+* [2022-01-20] PaddleSeg 2.4版本发布交互式分割工具EISeg v0.4,超轻量级人像分割方案PP-HumanSeg,以及大规模视频会议数据集[PP-HumanSeg14K](./contrib/PP-HumanSeg/paper.md#pp-humanseg14k-a-large-scale-teleconferencing-video-dataset)。
+