Update yaml in modelcenter (#5654)

* test=documents_fix,test=release/2.3

* test=documents_fix,test=release/2.3

modelcenter/DeepCFD/info.yaml

 ---
 Model_Info:
-  name: "DeepCFD"
+  name: "DeepCFD 模型"
   description: "基于DeepCFD模型实现流体绕过任意障碍物的定常流场仿真"
   description_en: "Simulation of steady flow of fluid bypassing any obstacle based on DeepCFD model"
-  icon: "@后续UE统一设计之后，会存到bos上某个位置"
-  from_repo: ""
-
+  icon: "https://ai-studio-static-online.cdn.bcebos.com/f221a878e6c04cf4a71432040d85cc734e5960b6d9e946baad166b6a54ad62fe"
+  from_repo: "https://github.com/zbyandmoon/DeepCFD_with_PaddlePaddle/tree/main/paddle"
 Task:
--
-    tag: "科学计算"
-    tag_en: "Scientific Computing"
-    sub_tag: "计算流体力学"
-    sub_tag_en: "Computational fluid dynamics"
-
-Example:
--
-   tag: "工业/能源"
-   tag_en: "Industrial/Energy"
-   sub_tag: "计算流体力学"
-   sub_tag_en: "Computational fluid dynamics"
-   title: "基于PaddlePaddle的DeepCFD复现"
-   
-   url: https://aistudio.baidu.com/aistudio/projectdetail/4400677?channelType=0&channel=0
-   url_en: https://aistudio.baidu.com/aistudio/projectdetail/4400677?channelType=0&channel=0
-
-Datasets: "Data_DeepCFD"
-Publisher: "Baidu"
+- tag: "科学计算"
+  tag_en: "Scientific Computing"
+  sub_tag: "计算流体力学"
+  sub_tag_en: "Computational Fluid Dynamics"
+Datasets: "deepcfd-data"
+Pulisher: "Baidu"
 License: "apache.2.0"
 IfTraining: 1
 IfOnlineDemo: 1

modelcenter/ERNIE-3.0 Zeus/info.yaml

@@ -3,15 +3,15 @@ Model_Info:
   name: "ERNIE 3.0 Zeus"
   description: "文心任务知识增强大模型"
   description_en: "Large model of task knowledge enhancement"
-  icon: "@后续UE统一设计之后，会存到bos上某个位置"
+  icon: "https://user-images.githubusercontent.com/23690325/203383033-946fdbd7-3756-49cd-aedb-66d000020964.jpg"
   from_repo: ""
 Task:
 - tag_en: "Wenxin Big Model"
   tag: "文心大模型"
-  sub_tag_en: "ERNIE-3.0 Zeus"
+  sub_tag_en: "Knowledge Enhancement"
   sub_tag: "任务知识增强"
 Datasets: ""
 Publisher: "Baidu"
 License: "apache.2.0"
-IfTraining: 1
+IfTraining: 0
 IfOnlineDemo: 1

modelcenter/ERNIE-Layout/info.yaml

@@ -10,7 +10,7 @@ Task:
 - tag: 文心大模型
   tag_en: Wenxin Big Models
   sub_tag: 文档分析
-  sub_tag_en: Ernie-Layout
+  sub_tag_en: Document Analysis
 Example:
 - tag: 互联网
   tag_en: Internet
@@ -19,7 +19,7 @@ Example:
   title: PaddleNLP文档智能技术重磅升级，动手搭建端到端文档抽取问答模型
   title_en: PaddleNLP document intelligent technology has been heavily upgraded, and the end-to-end document extraction question and answer model has been set up
   url: https://aistudio.baidu.com/aistudio/projectdetail/4881278?channelType=0&channel=0
-  url_en: https://aistudio.baidu.com/aistudio/projectdetail/4881278?channelType=0&channel=0
+  url_en: 
 Datasets: FUNSD, XFUND-ZH, DocVQA-ZH, RVL-CDIP (sampled)
 Publisher: Baidu
 License: Apache 2.0

modelcenter/ERNIE-ViLG/info.yaml

@@ -2,17 +2,16 @@
 Model_Info:
   name: "ERNIE-ViLG"
   description: "文心知识增强跨模态图文生成大模型"
-  description_en: "Large model of text centered knowledge enhanced cross modal text\
-    \ generation"
-  icon: "@后续UE统一设计之后，会存到bos上某个位置"
+  description_en: "Large model of text centered knowledge enhanced cross modal text generation"
+  icon: "https://user-images.githubusercontent.com/23690325/203378609-e7ab3c5e-fb70-48b8-a669-47d2d866abee.jpg"
   from_repo: ""
 Task:
 - tag_en: "Wenxin Big Model"
   tag: "文心大模型"
-  sub_tag_en: "ERNIE-ViLG"
+  sub_tag_en: "Text2Image"
   sub_tag: "图文生成"
 Datasets: ""
 Publisher: "Baidu"
 License: "apache.2.0"
-IfTraining: 1
+IfTraining: 0
 IfOnlineDemo: 1

modelcenter/PINN-CFD/info.yaml

 ---
 Model_Info:
   name: "PINN_CFD"
-  description: "基于PINN的2D圆柱绕流模型设计及仿真验证"
+  description: "2D圆柱绕流模型设计及仿真验证"
   description_en: "Design and simulation of 2D cylinder flow model"
-  icon: "@后续UE统一设计之后，会存到bos上某个位置"
+  icon: "https://ai-studio-static-online.cdn.bcebos.com/18932a98076948e7bf26c79c60015250af10b7aa3d114283ae53536189697a56"
   from_repo: "PaddleScience"
 Task:
--
-    tag: "科学计算"
-    tag_en: "Scientific Computing"
-    sub_tag: "2D圆柱绕流"
-    sub_tag_en: "2D cylinder flow"
-
+- tag: "科学计算"
+  tag_en: "Scientific Computing"
+  sub_tag: "圆柱绕流"
+  sub_tag_en: "Cylinder Flow"
 Example:
--
-   tag: "工业/能源"
-   tag_en: "Industrial/Energy"
-   sub_tag: "圆柱绕流"
-   sub_tag_en: "Cylinder Flow"
-   title: "基于AI求解2D非定常圆柱绕流，真的很流体"
-   
-   url: https://aistudio.baidu.com/aistudio/projectdetail/4178470?contributionType=1
-   url_en: https://aistudio.baidu.com/aistudio/projectdetail/4178470?contributionType=1
-
-   
+- tag: "工业/能源"
+  tag_en: "Industrial/Energy"
+  sub_tag: "圆柱绕流"
+  sub_tag_en: "Cylinder Flow"
+  title: "基于AI求解2D非定常圆柱绕流，真的很流体"
+  url: https://aistudio.baidu.com/aistudio/projectdetail/4178470?contributionType=1
+  url_en: 
 Datasets: "cylinder2D_continuous"
 Publisher: "Baidu"
 License: "apache.2.0"

modelcenter/PP-ASR/info.yaml

@@ -7,11 +7,10 @@ Model_Info:
    icon: "https://paddlespeech.bj.bcebos.com/demos/speech_web/e1cbf586e8da856faf4b4b4a6d236894.jpg"
    from_repo: "PaddleSpeech"
 Task:
--
-    tag: "智能语音"
-    tag_en: "Speech&Audio"
-    sub_tag: "语音识别"
-    sub_tag_en: "Speech Recognition"
+- tag: "智能语音"
+  tag_en: "Speech&Audio"
+  sub_tag: "语音识别"
+  sub_tag_en: "Speech Recognition"
 Example:
 - tag: 互联网
   tag_en: Internet

modelcenter/PP-HelixFold/info.yaml

@@ -3,7 +3,7 @@ Model_Info:
   name: "PP-HelixFold"
   description: "适配国产软硬件的蛋白质结构预测模型"
   description_en: "A protein structure prediction model adapted to domestic software and hardware"
-  icon: ""
+  icon: "https://user-images.githubusercontent.com/23690325/203377707-5823cb12-9cfe-4d07-ba97-e1acd3f339b7.jpg"
   from_repo: "PaddleHelix"
 Task:
 - tag_en: "Scientific Computing"

modelcenter/PP-HumanV2/info.yaml

@@ -19,19 +19,19 @@ Task:
   sub_tag_en: "Behavior Recognition"
   sub_tag: "行为识别"
 Example:
-- tag_en: "Smart Security"
+- tag_en: "Intelligent Security"  
   tag: "智慧安防"
   sub_tag_en: "Fall detection"
   title: "基于PP-Human v2的摔倒检测"
   sub_tag: "摔倒检测"
   url: "https://aistudio.baidu.com/aistudio/projectdetail/4606001"
-- tag_en: "Smart Security"
+- tag_en: "Intelligent Security"
   tag: "智慧安防"
   sub_tag_en: "Fight identification"
   title: "基于PP-Human的打架识别"
   sub_tag: "打架识别"
   url: "https://aistudio.baidu.com/aistudio/projectdetail/4086987?contributionType=1"
-- tag_en: "Smart Security"
+- tag_en: "Intelligent Security"
   tag: "智慧安防"
   sub_tag_en: "Access management"
   title: "基于PP-Human的来客分析案例教程"

modelcenter/PP-LCNet/info.yaml

@@ -11,9 +11,9 @@ Task:
   sub_tag_en: "Image Classification"
   sub_tag: "图像分类"
 Example:
-- tag_en: "Smart Security"
+- tag_en: "Intelligent Security"
   tag: "智慧安防"
-  sub_tag_en: "Personnel access management"
+  sub_tag_en: "Personnel Access Management"
   title: "人员进出视频管理方案详解"
   sub_tag: "人员进出管理"
   url: "https://aistudio.baidu.com/aistudio/projectdetail/4094475"

modelcenter/PP-MSVSR/info.yaml

@@ -3,7 +3,7 @@ Model_Info:
   name: "PP-MSVSR"
   description: "视频超分"
   description_en: "video super resolution"
-  icon: "@后续UE统一设计之后，会存到bos上某个位置"
+  icon: "https://user-images.githubusercontent.com/23690325/203386955-a86f6d3e-9ca1-4c56-9a7d-07be5acf9076.png"
   from_repo: "PaddleGAN"
 Task:
 - tag_en: "Computer Vision"

modelcenter/PP-Matting/info.yaml

@@ -10,15 +10,12 @@ Task:
   tag: "计算机视觉"
   sub_tag_en: "Image Matting"
   sub_tag: "图像抠图"
-
 - tag_en: "Computer Vision"
   tag: "计算机视觉"
   sub_tag_en: "Figure Cutout"
-  sub_tag: "人像抠图"
-  
+  sub_tag: "人像抠图" 
 Example:
-- 
-  tag: "互联网"
+- tag: "互联网"
   sub_tag: "人像抠图"
   tag_en: "Internet"
   sub_tag_en: "Figure Cutout"

modelcenter/PP-OCRv2/info.yaml

@@ -6,21 +6,15 @@ Model_Info:
    icon: "@后续UE统一设计之后，会存到bos上某个位置"
    from_repo: "PaddleOCR"
 Task:
-   - tag_en: "Computer Vision"
-     tag: "计算机视觉"
-     sub_tag_en: "Text Detection"
-     sub_tag: "文字检测"
-   - tag_en: "Computer Vision"
-     tag: "计算机视觉"
-     sub_tag_en: "Character Recognition"
-     sub_tag: "文字识别"
-   - tag_en: "Computer Vision"
-     tag: "计算机视觉"
-     sub_tag_en: "Optical Character Recognition"
-     sub_tag: "OCR"
-
+- tag_en: "Computer Vision"
+  tag: "计算机视觉"
+  sub_tag_en: "Text Detection"
+  sub_tag: "文字检测"
+- tag_en: "Computer Vision"
+  tag: "计算机视觉"
+  sub_tag_en: "Character Recognition"
+  sub_tag: "文字识别"
 Example:
-
 Datasets: "ICDAR 2015, ICDAR2019-LSVT,ICDAR2017-RCTW-17,Total-Text,ICDAR2019-ArT"
 Publisher: "Baidu"
 License: "apache.2.0"

modelcenter/PP-StructureV2/info.yaml

@@ -37,7 +37,7 @@ Example:
      url_en: "https://aistudio.baidu.com/aistudio/projectdetail/4823162?channelType=0&channel=0"
      tag_en: "Intelligent Finance"
      tag: "智慧金融"
-     sub_tag_en: "Invoice key information extraction"
+     sub_tag_en: "Invoice Key Information Extraction"
      sub_tag: "发票关键信息抽取"
 Datasets: "ICDAR 2015, ICDAR2019-LSVT,ICDAR2017-RCTW-17,Total-Text,ICDAR2019-ArT"
 Publisher: "Baidu"

modelcenter/PP-TinyPose/info.yaml

@@ -17,7 +17,7 @@ Task:
 Example:
 - tag_en: "Intelligent Sport"
   tag: "智慧体育"
-  sub_tag_en: "motion classification"
+  sub_tag_en: "Motion Classification"
   title: "智能健身动作识别"
   sub_tag: "动作分类"
   url: "https://aistudio.baidu.com/aistudio/projectdetail/4385813"

modelcenter/PP-YOLOv2/info.yaml

@@ -13,7 +13,7 @@ Task:
   sub_tag_en: Object Detection 
 Example:
 - tag: 智慧安防
-  tag_en: Smart Security
+  tag_en: Intelligent Security
   sub_tag: 火灾/烟雾检测
   sub_tag_en: Smoke Detction
   title: 基于PP-YOLOv2的火灾/烟雾检测

modelcenter/VIMER-CAE/info.yaml

@@ -3,16 +3,13 @@ Model_Info:
    name: "VIMER-CAE1.0"
    description: "自监督预训练方法"
    description_en: "masked image modeling approach for self-supervised representation pretraining"
-   icon: ""
+   icon: "https://user-images.githubusercontent.com/23690325/203380905-1bb0b00b-7c40-4044-a248-492436199b7d.jpg"
    from_repo: "VIMER"
-
 Task:
-   - tag_en: "Wenxin Big Models"
-     tag: "文心大模型"
-     sub_tag_en: "VIMER-CAE"
-     sub_tag: "自监督预训练"
-
-     
+-  tag_en: "Wenxin Big Models"
+   tag: "文心大模型"
+   sub_tag_en: "VIMER-CAE"
+   sub_tag: "自监督预训练"    
 Datasets: "ImageNet1K, MSCOCO, ADE20K"
 Publisher: "Baidu"
 License: "apache.2.0"

modelcenter/VIMER-StrucTexT/info.yaml

@@ -3,11 +3,11 @@ Model_Info:
   name: "VIMER-StrucTexT1.0"
   description: "结构化文本理解"
   description_en: "Structured Text Understanding"
-  icon: ""
+  icon: "https://user-images.githubusercontent.com/23690325/203381082-18717d2e-2080-4233-91c5-84f48e1fdef2.png"
   from_repo: "VIMER"
 Task:
 - tag_en: "Wenxin Big Models"
-  tag: "文心CV大模型"
+  tag: "文心大模型"
   sub_tag_en: "Multi-modal Information Extraction"
   sub_tag: "多模态信息提取"
 Datasets: "SROIE,FUNSD,EPHOIE,XFUND"

modelcenter/VIMER-UFO/info.yaml

@@ -3,17 +3,14 @@ Model_Info:
    name: "VIMER-UFO2.0"
    description: "视觉多任务大模型"
    description_en: "UFO:Unified Feature Optimization"
-   icon: ""
+   icon: "https://user-images.githubusercontent.com/23690325/203381746-0fb8e96f-f13d-4106-8d8f-be4f6fe29834.jpg"
    from_repo: "VIMER"
-
 Task:
    - tag_en: "Wenxin Big Models"
-     tag: "文心CV大模型"
+     tag: "文心大模型"
      sub_tag_en: "VIMER-UFO"
-     sub_tag: "多任务大一统模型"
-
-     
-Datasets: "More than 20 datasets details refs to github repo"
+     sub_tag: "多任务大一统模型"     
+Datasets: ""
 Publisher: "Baidu"
 License: "apache.2.0"
 Paper:

modelcenter/guide_cn.md

-# 1. 模型中心
+# 1. 飞桨模型库
 
 ## 1.1 模型介绍
-本部分介绍每个模型的基本信息，包括模型背景、应用场景、快速开始及模型原理等，帮助大家全方位了解模型。点击跳转【模型介绍】页面
+本部分介绍每个模型的基本信息，包括模型背景、应用场景、快速开始及模型原理等，帮助大家全方位了解模型。
 
 ## 1.2 模型空间
-本部分提供在线体验空间的所有代码，可实现基于模型的可视化demo APP。您可以对代码进行下载、预览和编辑（暂未上线），也可利用Streamlit和Gradio两种高效的方法，为模型打造炫酷的showcase效果。点击跳转【模型空间】页面
+本部分提供在线体验空间的所有代码，可实现基于模型的可视化demo APP。您可以对代码进行下载、预览，也可利用Streamlit和Gradio两种高效的方法，为模型打造炫酷的showcase效果。
 
 ## 1.3 模型下载
-本部分提供模型各任务场景下的推理模型文件和预训练模型文件，您可以直接获取、下载体验。点击跳转【模型下载】页面
+本部分提供模型各任务场景下的推理模型文件和预训练模型文件，您可以直接获取、下载体验。
 
 ## 1.4 模型Benchmark
-本部分提供模型的训练和推理Benchmark，包括软硬件环境、数据集、训练和推理指标效果等评估数据。点击跳转【模型Benchmark】页面
+本部分提供模型的训练和推理Benchmark，包括软硬件环境、数据集、训练和推理指标效果等评估数据。
 
 ## 1.5 模型范例
-本部分提供模型相关的产业范例项目，每个范例均来源于真实业务场景，通过完整的代码实现，提供从数据准备到模型部署的全流程方案。您可以点击【运行一下】，感受模型实际的落地效果。点击跳转【模型范例】页面
+本部分提供模型相关的产业范例项目，每个范例均来源于真实业务场景，通过完整的代码实现，提供从数据准备到模型部署的全流程方案。您可以点击【运行一下】，感受模型实际的落地效果。
 
 
-#2. 快速体验
+# 2. 快速体验
 
-## 2.1 在AI Studio Notebook中打开
+## 2.1 学习在 AI Studio 深度学习实训平台
 
 此方式可直接跳转到AI Studio对应的模型项目页面。登陆后，您可以直接选择机器资源并运行，文档和代码会全部复制到项目中，欢迎您在线体验。
 
 备注：AI Studio是基于飞桨的人工智能学习与实训社区，为开发者提供高效易用的学习和开发环境、丰富的体系化课程、海量开源实践项目和高价值的AI竞赛，并提供教育版支撑高校和机构老师轻松实现AI教学，助力深度学习人才培养。
 
-## 2.2 在BML Notebook中打开
+## 2.2 实践在 BML 产业 AI 中台
 
 此方式可直接跳转到BML AI中台对应的模型项目页面。登陆后，您可以直接选择机器资源并运行，文档和代码会全部复制到项目中，欢迎您在线体验。
 
@@ -35,3 +35,6 @@
 此方式可以直接将模型代码压缩包到本地，在您自己的环境中使用和体验。需要注意的是，您需要提前安装好飞桨框架基础环境，安装链接见：https://www.paddlepaddle.org.cn/install/quick?docurl=/documentation/docs/zh/develop/install/pip/windows-pip.html
 
 备注：压缩包内不包含模型训练文件和模型推理文件
+
+# 3. 欢迎开发者参与共建
+所有的源文件均开源在飞桨产业级模型库（[Models in GitHub](https://github.com/PaddlePaddle/models)）,（[Models in Gitee](https://gitee.com/PaddlePaddle/models)）,也欢迎广大开发者参与共建。

modelcenter/guide_en.md

-# 1. ModelCenter
+# 1. Models
 
 # 2. QuickStart
+
+# 3. Welcome to contribute