diff --git a/README_ch.md b/README_ch.md
index 9d21ace0b..ece1dd70b 100644
--- a/README_ch.md
+++ b/README_ch.md
@@ -26,12 +26,11 @@ Res2Net200_vd预训练模型Top-1精度高达85.1%。
 
 - 数据增广：支持AutoAugment、Cutout、Cutmix等8种数据增广算法详细介绍、代码复现和在统一实验环境下的效果评估。
 
-## 图像识别系统效果展示
+
 <div align="center">
 <img src="./docs/images/recognition.gif"  width = "400" />
 </div>
 
-更多效果图请见：[识别效果展示页面](./docs/zh_CN/more_demo.md)
 
 ## 欢迎加入技术交流群
 
@@ -80,10 +79,6 @@ Res2Net200_vd预训练模型Top-1精度高达85.1%。
 - [贡献代码](#贡献代码)
 
 
-<a name="图像识别系统介绍"></a>
-## 图像识别系统介绍
-
-<a name="图像识别系统介绍"></a>
 <div align="center">
 <img src="./docs/images/structure.png"  width = "400" />
 </div>
@@ -94,39 +89,29 @@ Res2Net200_vd预训练模型Top-1精度高达85.1%。
 
 
 <a name="识别效果展示"></a>
-## 识别效果展示 [more](./docs/zh_CN/more_demo.md)
+## 更多效果展示 [more](https://github.com/PaddlePaddle/PaddleClas/tree/release/2.2/docs/images/recognition/more_demo_images)
 - 商品识别
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_product/channelhandle_5.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_product/daoxiangcunjinzhubing_10.jpg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769644-51604f80-d2d7-11eb-8290-c53b12a5c1f6.gif"  width = "400" />
 </div>
 
 - 动漫人物识别
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_cartoon/labixiaoxin-005.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_cartoon/liuchuanfeng-010.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769746-6b019700-d2d7-11eb-86df-f1d710999ba6.gif"  width = "400" />
 </div>
 
 - logo识别
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_logo/cctv_4.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_logo/mangguo_8.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769837-7fde2a80-d2d7-11eb-9b69-04140e9d785f.gif"  width = "400" />
 </div>
 
+
 - 车辆识别
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_vehicle/audia5-115.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_vehicle/bentian-yage-101.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769916-8ec4dd00-d2d7-11eb-8c60-42d89e25030c.gif"  width = "400" />
 </div>
 
+
 <a name="许可证书"></a>
 
 ## 许可证书
diff --git a/README_en.md b/README_en.md
index 1ad9cd521..96541b102 100644
--- a/README_en.md
+++ b/README_en.md
@@ -26,12 +26,11 @@ Four sample solutions are provided, including product recognition, vehicle recog
 
 
 
-## Image Recognition System Effect Demonstration
+
 <div align="center">
 <img src="./docs/images/recognition_en.gif"  width = "400" />
 </div>
 
-For more effect pictures, please see [Demo images](./docs/en/more_demo.md).
 
 ## Welcome to Join the Technical Exchange Group
 
@@ -92,37 +91,25 @@ Image recognition can be divided into three steps:
 For a new unknown category, there is no need to retrain the model, just prepare images of new category, extract features and update retrieval database and the category can be recognised.
 
 <a name="Demo_images"></a>
-## Demo images [more](./docs/en/more_demo.md)
+## Demo images [more](https://github.com/PaddlePaddle/PaddleClas/tree/release/2.2/docs/images/recognition/more_demo_images)
 - Product recognition
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_product/channelhandle_5_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_product/daoxiangcunjinzhubing_10_en.jpg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769644-51604f80-d2d7-11eb-8290-c53b12a5c1f6.gif"  width = "400" />
 </div>
 
 - Cartoon character recognition
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_cartoon/labixiaoxin-005_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_cartoon/liuchuanfeng-010_en.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769746-6b019700-d2d7-11eb-86df-f1d710999ba6.gif"  width = "400" />
 </div>
 
 - Logo recognition
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_logo/cctv_4_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_logo/mangguo_8_en.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769837-7fde2a80-d2d7-11eb-9b69-04140e9d785f.gif"  width = "400" />
 </div>
 
 - Car recognition
 <div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_vehicle/audia5-115_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="./docs/images/recognition/more_demo_images/output_vehicle/bentian-yage-101_en.jpeg"  width = "400" />
+<img src="https://user-images.githubusercontent.com/18028216/122769916-8ec4dd00-d2d7-11eb-8c60-42d89e25030c.gif"  width = "400" />
 </div>
 
 <a name="License"></a>
diff --git a/docs/zh_CN/more_demo.md b/docs/zh_CN/more_demo.md
index ea5d83f4d..e0b19423f 100644
--- a/docs/zh_CN/more_demo.md
+++ b/docs/zh_CN/more_demo.md
@@ -58,4 +58,4 @@
 <img src="../images/recognition/more_demo_images/output_vehicle/bmw-m340-107.jpeg"  width = "400" />
 </div>
 
-[更多效果图](../images/recognition/more_demo_images)
+[更多效果图](https://github.com/PaddlePaddle/PaddleClas/tree/release/2.2/docs/images/recognition/more_demo_images)