diff --git a/README.md b/README.md
index 64cd2585..fb713c4e 100644
--- a/README.md
+++ b/README.md
@@ -27,8 +27,8 @@ PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools
 ## Visualization
 
 <div align="center">
-    <img src="doc/imgs_results/1101.jpg" width="800">
-    <img src="doc/imgs_results/1103.jpg" width="800">
+    <img src="doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_91.jpg" width="800">
+    <img src="doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
 </div>
 
 The above pictures are the visualizations of the general ppocr_server model. For more effect pictures, please see [More visualizations](./doc/doc_en/visualization_en.md).
@@ -138,12 +138,12 @@ PP-OCR is a practical ultra-lightweight OCR system. It is mainly composed of thr
 
 - English OCR model
 <div align="center">
-    <img src="./doc/imgs_results/img_12.jpg" width="800">
+    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/img_12.jpg" width="800">
 </div>
 
 - Multilingual OCR model
 <div align="center">
-    <img src="./doc/imgs_results/1110.jpg" width="800">
+    <img src="./doc/imgs_results/french_0.jpg" width="800">
     <img src="./doc/imgs_results/korean.jpg" width="800">
 </div>
 
diff --git a/README_ch.md b/README_ch.md
index 8adda06b..c472e5c2 100644
--- a/README_ch.md
+++ b/README_ch.md
@@ -31,8 +31,8 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力
 ## 效果展示
 
 <div align="center">
-    <img src="doc/imgs_results/1101.jpg" width="800">
-    <img src="doc/imgs_results/1103.jpg" width="800">
+    <img src="doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_91.jpg" width="800">
+    <img src="doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
 </div>
 
 上图是通用ppocr_server模型效果展示，更多效果图请见[效果展示页面](./doc/doc_ch/visualization.md)。
@@ -125,7 +125,7 @@ PP-OCR是一个实用的超轻量OCR系统。主要由DB文本检测、检测框
 
 - 其他语言模型
 <div align="center">
-    <img src="./doc/imgs_results/1110.jpg" width="800">
+    <img src="./doc/imgs_results/french_0.jpg" width="800">
     <img src="./doc/imgs_results/korean.jpg" width="800">
 </div>
 
diff --git a/doc/doc_ch/visualization.md b/doc/doc_ch/visualization.md
index 8c8e1f36..799ba6a6 100644
--- a/doc/doc_ch/visualization.md
+++ b/doc/doc_ch/visualization.md
@@ -8,53 +8,24 @@
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00111002.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00164416.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_182.jpg" width="800">
-</div>
-
-
-<a name="通用ppocr_server_1.1效果展示"></a>
-## 通用ppocr_server_1.1效果展示
-
-<div align="center">
-    <img src="../imgs_results/1101.jpg" width="800">
-    <img src="../imgs_results/1102.jpg" width="800">
-    <img src="../imgs_results/1103.jpg" width="800">
-    <img src="../imgs_results/1104.jpg" width="800">
-    <img src="../imgs_results/1105.jpg" width="800">
-    <img src="../imgs_results/1106.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00001691.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00202426.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_102.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00150949.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_170.jpg" width="800">
 </div>
 
 
 <a name="英文识别模型效果展示"></a>
 ## 英文识别模型效果展示
 <div align="center">
-    <img src="../imgs_results/img_12.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2/img_12.jpg" width="800">
 </div>
 
 
 <a name="多语言识别模型效果展示"></a>
 ## 多语言识别模型效果展示
 <div align="center">
-    <img src="../imgs_results/1110.jpg" width="800">
-    <img src="../imgs_results/1112.jpg" width="800">
-</div>
-
-
-<a name="超轻量ppocr_mobile_1.0效果展示"></a>
-## 超轻量ppocr_mobile_1.0效果展示
-
-<div align="center">
-    <img src="../imgs_results/1.jpg" width="800">
-    <img src="../imgs_results/7.jpg" width="800">
-    <img src="../imgs_results/6.jpg" width="800">
-    <img src="../imgs_results/16.png" width="800">
-</div>
-
-
-<a name="通用ppocr_server_1.0效果展示"></a>
-## 通用ppocr_server_1.0效果展示
-
-<div align="center">
-    <img src="../imgs_results/chinese_db_crnn_server/11.jpg" width="800">
-    <img src="../imgs_results/chinese_db_crnn_server/2.jpg" width="800">
-    <img src="../imgs_results/chinese_db_crnn_server/8.jpg" width="800">
+    <img src="./doc/imgs_results/french_0.jpg" width="800">
+    <img src="./doc/imgs_results/korean.jpg" width="800">
 </div>
diff --git a/doc/doc_en/visualization_en.md b/doc/doc_en/visualization_en.md
index 35236acc..26ca2a2b 100644
--- a/doc/doc_en/visualization_en.md
+++ b/doc/doc_en/visualization_en.md
@@ -9,53 +9,25 @@
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00111002.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00164416.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_182.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00001691.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00202426.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_102.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00150949.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/test_add_170.jpg" width="800">
 </div>
 
 
-<a name="ppocr_server_1.1"></a>
-## ch_ppocr_server_1.1
-
-<div align="center">
-    <img src="../imgs_results/1101.jpg" width="800">
-    <img src="../imgs_results/1102.jpg" width="800">
-    <img src="../imgs_results/1103.jpg" width="800">
-    <img src="../imgs_results/1104.jpg" width="800">
-    <img src="../imgs_results/1105.jpg" width="800">
-    <img src="../imgs_results/1106.jpg" width="800">
-</div>
-
 
 <a name="en_ppocr_mobile_1.1"></a>
 ## en_ppocr_mobile_1.1
 <div align="center">
-    <img src="../imgs_results/img_12.jpg" width="800">
+    <img src="../imgs_results/ch_ppocr_mobile_v2.0/img_12.jpg" width="800">
 </div>
 
 
 <a name="multilingual"></a>
 ## (multilingual)_ppocr_mobile_1.1
 <div align="center">
-    <img src="../imgs_results/1110.jpg" width="800">
-    <img src="../imgs_results/1112.jpg" width="800">
-</div>
-
-
-<a name="ppocr_mobile_1.0"></a>
-## ppocr_mobile_1.0
-
-<div align="center">
-    <img src="../imgs_results/1.jpg" width="800">
-    <img src="../imgs_results/7.jpg" width="800">
-    <img src="../imgs_results/6.jpg" width="800">
-    <img src="../imgs_results/16.png" width="800">
-</div>
-
-
-<a name="ppocr_server_1.0"></a>
-## ppocr_server_1.0
-
-<div align="center">
-    <img src="../imgs_results/chinese_db_crnn_server/11.jpg" width="800">
-    <img src="../imgs_results/chinese_db_crnn_server/2.jpg" width="800">
-    <img src="../imgs_results/chinese_db_crnn_server/8.jpg" width="800">
+    <img src="./doc/imgs_results/french_0.jpg" width="800">
+    <img src="./doc/imgs_results/korean.jpg" width="800">
 </div>
diff --git a/doc/imgs/korean_1.jpg b/doc/imgs/korean_1.jpg
index f1614e9f..4259c046 100644
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similarity index 100%
rename from doc/imgs_results/img_12.jpg
rename to doc/imgs_results/ch_ppocr_mobile_v2.0/img_12.jpg
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_102.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_102.jpg
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