Update README.md

README.md

@@ -4,7 +4,7 @@ English | [简体中文](README_ch.md)
  <img src="./docs/imgs/paddlehub_logo.jpg" align="middle">
 <p align="center">
 <div align="center">  
-  <h3> <a href=#QuickStart> QuickStart </a> | <a href="https://paddlehub.readthedocs.io/en/release-v2.1"> Tutorial </a> | <a href="./modules"> Models List </a> | <a href="https://www.paddlepaddle.org.cn/hub"> Demos </a> </h3>
+  <h3> <a href=#QuickStart> QuickStart </a> | <a href="./modules"> Models List </a> | <a href=#demos> Demos </a> </h3>
 </div>
 
 ------------------------------------------------------------------------------------------
@@ -35,6 +35,8 @@ English | [简体中文](README_ch.md)
 
 - [**More**](./docs/docs_en/release.md)
 
+
+<a name="demos"></a>
 ## 🌈Visualization Demo
 
 #### 🏜️ [Text-to-Image Models](https://www.paddlepaddle.org.cn/hubdetail?name=ernie_vilg&en_category=TextToImage)
@@ -62,8 +64,6 @@ English | [简体中文](README_ch.md)
 
 
 #### 🎧 [Speech Models](./modules#Audio)
-- ASR speech recognition algorithm, multiple algorithms are available.
-- The speech recognition effect is as follows:
 <div align="center">
 <table>
     <thead>
@@ -90,33 +90,21 @@ English | [简体中文](README_ch.md)
     </tbody>
 </table>
 </div>
-
-- TTS speech synthesis algorithm, multiple algorithms are available.
-- Input: `Life was like a box of chocolates, you never know what you're gonna get.`
-- The synthesis effect is as follows:
 <div align="center">
 <table>
     <thead>
     </thead>
     <tbody>
         <tr>
-            <th>deepvoice3 </th>
-            <th>fastspeech </th>
-            <th>transformer</th>
+            <th>Input Text </th>
+            <th>Output Audio </th>
         </tr>
         <tr>
-            <th>
-            <a href="https://paddlehub.bj.bcebos.com/resources/deepvoice3_ljspeech-0.wav">
-            <img src="./docs/imgs/Readme_Related/audio_icon.png" width=250 /></a><br>
-            </th>
+            <th>Life was like a box of chocolates, you never know what you're gonna get.</th>
             <th>
             <a href="https://paddlehub.bj.bcebos.com/resources/fastspeech_ljspeech-0.wav">
             <img src="./docs/imgs/Readme_Related/audio_icon.png" width=250 /></a><br>
             </th>
-            <th>
-            <a href="https://paddlehub.bj.bcebos.com/resources/transformer_tts_ljspeech-0.wav">
-            <img src="./docs/imgs/Readme_Related/audio_icon.png" width=250 /></a><br>
-            </th>
         </tr>
     </tbody>
 </table>
@@ -124,16 +112,9 @@ English | [简体中文](README_ch.md)
 
 - Many thanks to CopyRight@[PaddleSpeech](https://github.com/PaddlePaddle/PaddleSpeech) for the pre-trained models, you can try to train your models with PaddleSpeech.
 
-#### 📽️ [Video Models](./modules#Video)
-- Short video classification trained via large-scale video datasets, supports 3000+ tag types prediction for short Form Videos.
-- Many thanks to CopyRight@[PaddleVideo](https://github.com/PaddlePaddle/PaddleVideo) for the pre-trained model, you can try to train your models with PaddleVideo.
-- `Example: Input a short video of swimming, the algorithm can output the result of "swimming"`
-<div align="center">
-<img src="./docs/imgs/Readme_Related/Text_Video.gif"  width = "400" height = "400" />
-</div>
 
-### ⭐ Thanks for Your Star ⭐
-- All the above pre-trained models are all **open source and free**, and the number of models is continuously updated. Welcome **⭐Star⭐** to pay attention.
+### ⭐ Thanks for Your Star 
+- All the above pre-trained models are all **open source and free**, and the number of models is continuously updated. Welcome **Star** to pay attention.
 <div align="center">
 <a href="https://github.com/PaddlePaddle/PaddleHub/stargazers">
     <img src="./docs/imgs/Readme_Related/star_en.png"  width = "411" height = "100" /></a>  
@@ -147,6 +128,7 @@ English | [简体中文](README_ch.md)
 <div align="center">
 <img src="./docs/imgs/joinus.PNG"  width = "200" height = "200" />
 </div> 
+
 - please add WeChat above and send "Hub" to the robot, the robot will invite you to join the group automatically.
 
 <a name="QuickStart"></a>
@@ -183,9 +165,7 @@ print(results)
 !hub serving start -m lac
 ```
 
-- 📣More model description, please refer [Models List](https://www.paddlepaddle.org.cn/hublist)
-
-- 📣More API for transfer learning, please refer [Tutorial](https://paddlehub.readthedocs.io/en/release-v2.1/transfer_learning_index.html)
+- 📣More model description, please refer [Models List](./modules)
 
 <a name="License"></a>
 ## 📚License