polish mult lang

doc/doc_ch/multi_languages.md

@@ -10,15 +10,14 @@ PaddleOCR 旨在打造一套丰富、领先、且实用的OCR工具库，不仅
 
 其中英文模型支持，大小写字母和常见标点的检测识别，并优化了空格字符的识别：
 <div align="center">
-    <img src="../doc/imgs/imgs_results/multi_lang/en_1.jpg" width="400">
-    <img src="../doc/imgs/imgs_results/multi_lang/en_2.jpg" width="400">
+    <img src="../imgs_results/multi_lang/en_1.jpg" width="400">
 </div>
 
 小语种模型覆盖了拉丁语系、阿拉伯语系、中文繁体、韩语、日语等等：
 
 <div align="center">
-    <img src="../doc/imgs/imgs_results/multi_lang/japan_2.jpg" width="400">
-    <img src="../doc/imgs/imgs_results/multi_lang/french_0.jpg" width="400">
+    <img src="../imgs_results/multi_lang/japan_2.jpg" width="800">
+    <img src="../imgs_results/multi_lang/french_0.jpg" width="400">
 </div>
 
 本文档将简要介绍小语种模型的使用方法。

doc/doc_en/multi_languages_en.md

@@ -5,6 +5,28 @@
 -2021.4.9 supports the detection and recognition of 80 languages
 -2021.4.9 supports **lightweight high-precision** English model detection and recognition
 
+PaddleOCR 旨在打造一套丰富、领先、且实用的OCR工具库，不仅提供了通用场景下的中英文模型，也提供了专门在英文场景下训练的模型，
+和覆盖[80个语言](#语种缩写)的小语种模型。
+PaddleOCR aims to create a rich, leading, and practical OCR tool library, which not only provides
+Chinese and English models in general scenarios, but also provides models specifically trained
+in English scenarios. And multilingual models covering [80 languages](#language_abbreviations).
+
+Among them, the English model supports the detection and recognition of uppercase and lowercase
+letters and common punctuation, and the recognition of space characters is optimized:
+
+<div align="center">
+    <img src="../imgs_results/multi_lang/en_1.jpg" width="400">
+</div>
+
+The multilingual models cover Latin, Arabic, Traditional Chinese, Korean, Japanese, etc.:
+
+<div align="center">
+    <img src="../imgs_results/multi_lang/japan_2.jpg" width="800">
+    <img src="../imgs_results/multi_lang/french_0.jpg" width="400">
+</div>
+
+This document will briefly introduce how to use the multilingual model.
+
 -[1 Installation](#Install)
     -[1.1 paddle installation](#paddleinstallation)
     -[1.2 paddleocr package installation](#paddleocr_package_install)