diff --git a/README.md b/README.md
index 4bc25dbb562f5deb040065a940d4d97ec5731969..9b25c1a8ff7bdf7c4b32f7cecbe8e8e2422c6c70 100644
--- a/README.md
+++ b/README.md
@@ -18,11 +18,11 @@ English | [简体中文](README_ch.md)
 PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them into practice.
 
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_91.jpg" width="800">
+    <img src="./doc/imgs_results/PP-OCRv3/en/en_4.png" width="800">
 </div>
 
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
+    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00006737.jpg" width="800">
 </div>
 
 ## Recent updates
@@ -149,27 +149,27 @@ PaddleOCR support a variety of cutting-edge algorithms related to OCR, and devel
 ## Visualization [more](./doc/doc_en/visualization_en.md)
 
 <details open>
-<summary>PP-OCRv2 Chinese model</summary>
+<summary>PP-OCRv3 Chinese model</summary>
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/test_add_91.jpg" width="800">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00015504.jpg" width="800">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg" width="800">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/rotate_00052204.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg" width="800">
 </div>
 </details>
 
 <details open>
-<summary>PP-OCRv2 English model</summary>
+<summary>PP-OCRv3 English model</summary>
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/img_12.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_1.png" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_2.png" width="800">
 </div>
 </details>
 
 <details open>
-<summary>PP-OCRv2 Multilingual model</summary>
+<summary>PP-OCRv3 Multilingual model</summary>
 <div align="center">
-    <img src="./doc/imgs_results/french_0.jpg" width="800">
-    <img src="./doc/imgs_results/korean.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg" width="800">
 </div>
 </details>
 
diff --git a/README_ch.md b/README_ch.md
index 21f5d6fea03eb806e2e6302ccef30a7b029e9c10..d73447ab326ddf61e2877aea90d7af2435870b5c 100755
--- a/README_ch.md
+++ b/README_ch.md
@@ -22,7 +22,7 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库，助力
 </div>
 
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
+    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00006737.jpg" width="800">
 </div>
 
 ## 近期更新
@@ -155,36 +155,34 @@ 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 [more](./doc/doc_ch/visualization.md)
 
 <details open>
-<summary>PP-OCRv2 中文模型</summary>
+<summary>PP-OCRv3 中文模型</summary>
 
 <div align="center">
-      <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>
-<div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg" width="800">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/rotate_00052204.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg" width="800">
 </div>
 
 </details>
 
 
 <details open>
-<summary>PP-OCRv2 英文模型</summary>
+<summary>PP-OCRv3 英文模型</summary>
 
 <div align="center">
-    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/img_12.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_1.png" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_2.png" width="800">
 </div>
 
 </details>
 
 
 <details open>
-<summary>PP-OCRv2 其他语言模型</summary>
+<summary>PP-OCRv3 多语言模型</summary>
 
 <div align="center">
-    <img src="./doc/imgs_results/french_0.jpg" width="800">
-    <img src="./doc/imgs_results/korean.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg" width="800">
 </div>
 
 </details>
diff --git a/doc/doc_ch/visualization.md b/doc/doc_ch/visualization.md
index 99d071ec22daccaa295b5087760c5fc0d45f9802..254634753282f53f367e44f4859e5b748f32bffd 100644
--- a/doc/doc_ch/visualization.md
+++ b/doc/doc_ch/visualization.md
@@ -1,23 +1,46 @@
 # 效果展示
 
+
+<a name="超轻量PP-OCRv3效果展示"></a>
+## 超轻量PP-OCRv3效果展示
+
+### PP-OCRv3中文模型
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg" width="800">
+</div>
+
+### PP-OCRv3英文数字模型
+
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/en/en_1.png" width="800">
+    <img src="../imgs_results/PP-OCRv3/en/en_2.png" width="800">
+    <img src="../imgs_results/PP-OCRv3/en/en_3.png" width="800">
+</div>
+
+### PP-OCRv3多语言模型
+
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/multi_lang/japan_2.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/multi_lang/korean_1.jpg" width="800">
+</div>
+
+
 <a name="超轻量PP-OCRv2效果展示"></a>
 ## 超轻量PP-OCRv2效果展示
    <img src="../imgs_results/PP-OCRv2/PP-OCRv2-pic001.jpg" width="800">
    <img src="../imgs_results/PP-OCRv2/PP-OCRv2-pic002.jpg" width="800">
    <img src="../imgs_results/PP-OCRv2/PP-OCRv2-pic003.jpg" width="800">
 
-<a name="超轻量ppocr_server_2.0效果展示"></a>
+
+<a name="通用ppocr_server_2.0效果展示"></a>
 ## 通用PP-OCR server 效果展示
 
 <div align="center">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00006737.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00009282.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00015504.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00057937.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00077949.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00207393.jpg" width="800">
 </div>
 
 
diff --git a/doc/doc_en/visualization_en.md b/doc/doc_en/visualization_en.md
index 71cfb043462f34f2b3bef594364d33f15e98d81e..8ea64925eabb55a68e00a1ee13b465cb260db29b 100644
--- a/doc/doc_en/visualization_en.md
+++ b/doc/doc_en/visualization_en.md
@@ -1,5 +1,30 @@
 # Visualization
 
+<a name="PP-OCRv3"></a>
+## PP-OCRv3
+
+### PP-OCRv3 Chinese model
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg" width="800">
+</div>
+
+### PP-OCRv3 English model
+
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/en/en_1.png" width="800">
+    <img src="../imgs_results/PP-OCRv3/en/en_2.png" width="800">
+    <img src="../imgs_results/PP-OCRv3/en/en_3.png" width="800">
+</div>
+
+### PP-OCRv3 Multilingual model
+
+<div align="center">
+    <img src="../imgs_results/PP-OCRv3/multi_lang/japan_2.jpg" width="800">
+    <img src="../imgs_results/PP-OCRv3/multi_lang/korean_1.jpg" width="800">
+</div>
+
 <a name="PP-OCRv2"></a>
 ## PP-OCRv2
    <img src="../imgs_results/PP-OCRv2/PP-OCRv2-pic001.jpg" width="800">
@@ -13,13 +38,6 @@
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00006737.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00009282.jpg" width="800">
     <img src="../imgs_results/ch_ppocr_mobile_v2.0/00015504.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00057937.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00059985.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00111002.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00077949.jpg" width="800">
-    <img src="../imgs_results/ch_ppocr_mobile_v2.0/00207393.jpg" width="800">
 </div>
 
 
diff --git a/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c35936cc1a9509d4c2aec66bbd9c22345f10694d
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg differ
diff --git a/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e5ad6a4b2a3ab735ec15fad6bae428f4008226e0
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg differ
diff --git a/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dc024296bdae41a32cf1aa0c5f396caa57383496
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg differ
diff --git a/doc/imgs_results/PP-OCRv3/en/en_1.png b/doc/imgs_results/PP-OCRv3/en/en_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..36245613e304fce0e376fe78e795f9a76d3b6015
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/en/en_1.png differ
diff --git a/doc/imgs_results/PP-OCRv3/en/en_2.png b/doc/imgs_results/PP-OCRv3/en/en_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..d2df8556ad30a9f429d943cb940842a95056d604
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/en/en_2.png differ
diff --git a/doc/imgs_results/PP-OCRv3/en/en_3.png b/doc/imgs_results/PP-OCRv3/en/en_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..baf146c0102505a308656d92fdd89d5b1333ccb1
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/en/en_3.png differ
diff --git a/doc/imgs_results/PP-OCRv3/en/en_4.png b/doc/imgs_results/PP-OCRv3/en/en_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..f0f19db95b7917dc884bdb7d2c2f98b9e74c22e1
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/en/en_4.png differ
diff --git a/doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg b/doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..076ced92ad62b7e30b62a389a1849e1709dba87e
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg differ
diff --git a/doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg b/doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f93de40e18fb3bff9d2379c5c61464a85ac3f344
Binary files /dev/null and b/doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg differ
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg
deleted file mode 100644
index b3d645779428bcce8c120976ef66bef10deee0c5..0000000000000000000000000000000000000000
Binary files a/doc/imgs_results/ch_ppocr_mobile_v2.0/00018069.jpg and /dev/null differ
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg
deleted file mode 100644
index 7dba7708be61d912d574b610fc0b04cfa4e5feea..0000000000000000000000000000000000000000
Binary files a/doc/imgs_results/ch_ppocr_mobile_v2.0/00056221.jpg and /dev/null differ
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/00057937.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/00057937.jpg
deleted file mode 100644
index 2168ecd1f0acb75d7ecc9c15202f342d18111495..0000000000000000000000000000000000000000
Binary files a/doc/imgs_results/ch_ppocr_mobile_v2.0/00057937.jpg and /dev/null differ
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/00077949.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/00077949.jpg
deleted file mode 100644
index f1acbf0f94a1febbbf0d780ed019723b3dd78fa9..0000000000000000000000000000000000000000
Binary files a/doc/imgs_results/ch_ppocr_mobile_v2.0/00077949.jpg and /dev/null differ
diff --git a/doc/imgs_results/ch_ppocr_mobile_v2.0/00207393.jpg b/doc/imgs_results/ch_ppocr_mobile_v2.0/00207393.jpg
deleted file mode 100644
index 59d9a5632d3054dbf8cc6bdb021ebef224c890a8..0000000000000000000000000000000000000000
Binary files a/doc/imgs_results/ch_ppocr_mobile_v2.0/00207393.jpg and /dev/null differ