diff --git a/configs/rec/multi_languages/rec_en_lite_train.yml b/configs/rec/multi_languages/rec_en_lite_train.yml
index 8b08d9f788415d63028480183a52630bbe245db0..128424b4d3a5631f8237f6cd596c901990ff2277 100644
--- a/configs/rec/multi_languages/rec_en_lite_train.yml
+++ b/configs/rec/multi_languages/rec_en_lite_train.yml
@@ -16,7 +16,7 @@ Global:
   loss_type: ctc
   distort: false
   use_space_char: false
-  reader_yml: ./configs/rec/rec_en_reader.yml
+  reader_yml: ./configs/rec/multi_languages/rec_en_reader.yml
   pretrain_weights:
   checkpoints:
   save_inference_dir:
diff --git a/configs/rec/multi_languages/rec_french_lite_train.yml b/configs/rec/multi_languages/rec_french_lite_train.yml
index 49d4d3df089a4749674b47f45a97a54abe95ffa2..2cf54c427eb6a7c64f4b54b021c44013a1dc1d6a 100755
--- a/configs/rec/multi_languages/rec_french_lite_train.yml
+++ b/configs/rec/multi_languages/rec_french_lite_train.yml
@@ -16,7 +16,7 @@ Global:
   loss_type: ctc
   distort: true
   use_space_char: false
-  reader_yml: ./configs/rec/rec_french_reader.yml
+  reader_yml: ./configs/rec/multi_languages/rec_french_reader.yml
   pretrain_weights:
   checkpoints:
   save_inference_dir:
diff --git a/configs/rec/multi_languages/rec_ger_lite_train.yml b/configs/rec/multi_languages/rec_ger_lite_train.yml
index 0ccadd0ad9a91c18b998a07a7c10184893327762..beb1755b105fea9cbade9f35ceac15d380651f37 100755
--- a/configs/rec/multi_languages/rec_ger_lite_train.yml
+++ b/configs/rec/multi_languages/rec_ger_lite_train.yml
@@ -16,7 +16,7 @@ Global:
   loss_type: ctc
   distort: true
   use_space_char: false
-  reader_yml: ./configs/rec/rec_ger_reader.yml
+  reader_yml: ./configs/rec/multi_languages/rec_ger_reader.yml
   pretrain_weights:
   checkpoints:
   save_inference_dir:
diff --git a/configs/rec/multi_languages/rec_japan_lite_train.yml b/configs/rec/multi_languages/rec_japan_lite_train.yml
index 2d3b388a5c9389fc27e23a5a295f9c4c70405a36..fbbab33eadd2901d9eac93f49e737e92d9441270 100755
--- a/configs/rec/multi_languages/rec_japan_lite_train.yml
+++ b/configs/rec/multi_languages/rec_japan_lite_train.yml
@@ -16,7 +16,7 @@ Global:
   loss_type: ctc
   distort: true
   use_space_char: false
-  reader_yml: ./configs/rec/rec_japan_reader.yml
+  reader_yml: ./configs/rec/multi_languages/rec_japan_reader.yml
   pretrain_weights:
   checkpoints:
   save_inference_dir:
diff --git a/configs/rec/multi_languages/rec_korean_lite_train.yml b/configs/rec/multi_languages/rec_korean_lite_train.yml
index ad55d821c63b987150a140a5924407a259d48c66..29cc08aaefb017c690551e030a57e85ebb21e2dd 100755
--- a/configs/rec/multi_languages/rec_korean_lite_train.yml
+++ b/configs/rec/multi_languages/rec_korean_lite_train.yml
@@ -16,7 +16,7 @@ Global:
   loss_type: ctc
   distort: true
   use_space_char: false
-  reader_yml: ./configs/rec/rec_korean_reader.yml
+  reader_yml: ./configs/rec/multi_languages/rec_korean_reader.yml
   pretrain_weights:
   checkpoints:
   save_inference_dir:
diff --git a/doc/doc_ch/inference.md b/doc/doc_ch/inference.md
index 431cdb5a4a9f24cf5862c159d51be2a07e9d4047..709a07515c316cdfd60b74f0b090d4baeeb290a7 100644
--- a/doc/doc_ch/inference.md
+++ b/doc/doc_ch/inference.md
@@ -24,6 +24,7 @@ inference 模型(`fluid.io.save_inference_model`保存的模型)
     - [2. 基于CTC损失的识别模型推理](#基于CTC损失的识别模型推理)
     - [3. 基于Attention损失的识别模型推理](#基于Attention损失的识别模型推理)
     - [4. 自定义文本识别字典的推理](#自定义文本识别字典的推理)
+    - [5. 多语言模型的推理](#多语言模型的推理)
 
 - [四、方向分类模型推理](#方向识别模型推理)
     - [1. 方向分类模型推理](#方向分类模型推理)
@@ -305,6 +306,22 @@ dict_character = list(self.character_str)
 python3 tools/infer/predict_rec.py --image_dir="./doc/imgs_words_en/word_336.png" --rec_model_dir="./your inference model" --rec_image_shape="3, 32, 100" --rec_char_type="en" --rec_char_dict_path="your text dict path"
 ```
 
+<a name="多语言模型的推理"></a>
+### 5. 多语言模型的推理
+如果您需要预测的是其他语言模型,在使用inference模型预测时,需要通过`--rec_char_dict_path`指定使用的字典路径, 同时为了得到正确的可视化结果,
+需要通过 `--vis_font_path` 指定可视化的字体路径,`doc/` 路径下有默认提供的小语种字体,例如韩文识别:
+
+```
+python3 tools/infer/predict_rec.py --image_dir="./doc/imgs_words/korean/1.jpg" --rec_model_dir="./your inference model" --rec_char_type="korean" --rec_char_dict_path="ppocr/utils/korean_dict.txt" --vis_font_path="doc/korean.ttf"
+```
+![](../imgs_words/korean/1.jpg)
+
+执行命令后,上图的预测结果为:
+``` text
+2020-09-19 16:15:05,076-INFO: 	 index: [205 206  38  39]
+2020-09-19 16:15:05,077-INFO: 	 word : 바탕으로
+2020-09-19 16:15:05,077-INFO: 	 score: 0.9171358942985535
+```
 
 <a name="方向分类模型推理"></a>
 ## 四、方向分类模型推理
diff --git a/doc/doc_ch/models_list.md b/doc/doc_ch/models_list.md
index 497140592ea4f4cbfe2000146b6903844f3f9872..a6d47f4fdf17ad6b954a107c46a57f55983147f9 100644
--- a/doc/doc_ch/models_list.md
+++ b/doc/doc_ch/models_list.md
@@ -49,10 +49,11 @@ PaddleOCR提供的可下载模型包括`预测模型`、`训练模型`、`预训
 #### 3. 多语言识别模型(更多语言持续更新中...)
 |模型名称|模型简介|预测模型大小|下载地址|
 |-|-|-|-|
-|-|法文识别|-|[预测模型]() / [训练模型]()|
-|-|德文识别|-|[预测模型]() / [训练模型]()|
-|-|韩文识别|-|[预测模型]() / [训练模型]()|
-|-|日文识别|-|[预测模型]() / [训练模型]()|
+| french_ppocr_mobile_v1.1_rec |法文识别|2.1M|[预测模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/fr/french_ppocr_mobile_v1.1_rec_train.tar)|
+| german_ppocr_mobile_v1.1_rec |德文识别|2.1M|[预测模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/ge/german_ppocr_mobile_v1.1_rec_train.tar)|
+| korean_ppocr_mobile_v1.1_rec |韩文识别|3.4M|[预测模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/kr/korean_ppocr_mobile_v1.1_rec_train.tar)|
+| japan_ppocr_mobile_v1.1_rec |日文识别|3.7M|[预测模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/20-09-22/mobile/jp/japan_ppocr_mobile_v1.1_rec_train.tar)|
+
 
 <a name="文本方向分类模型"></a>
 ### 三、文本方向分类模型
diff --git a/doc/doc_ch/recognition.md b/doc/doc_ch/recognition.md
index 1920be56d1a05bb2f7ade944fd225e690fb484a4..0f4173bef6fbe80e1a14d993e560308a84dcd387 100644
--- a/doc/doc_ch/recognition.md
+++ b/doc/doc_ch/recognition.md
@@ -201,7 +201,19 @@ Optimizer:
 ```
 **注意,预测/评估时的配置文件请务必与训练一致。**
 
+- 小语种
 
+PaddleOCR也提供了多语言的, `configs/rec/multi_languages` 路径下的提供了多语言的配置文件,目前PaddleOCR支持的多语言算法有:
+
+| 配置文件 |  算法名称 |   backbone |   trans   |   seq      |     pred     |  language |
+| :--------: |  :-------:   | :-------:  |   :-------:   |   :-----:   |  :-----:   | :-----:   |
+| rec_en_lite_train.yml |  CRNN |   Mobilenet_v3 small 0.5 |  None   |  BiLSTM |  ctc  | 英语   |
+| rec_french_lite_train.yml |  CRNN |   Mobilenet_v3 small 0.5 |  None   |  BiLSTM |  ctc  | 法语   |
+| rec_ger_lite_train.yml |  CRNN |   Mobilenet_v3 small 0.5 |  None   |  BiLSTM |  ctc  | 德语   |
+| rec_japan_lite_train.yml |  CRNN |   Mobilenet_v3 small 0.5 |  None   |  BiLSTM |  ctc  | 日语   |
+| rec_korean_lite_train.yml |  CRNN |   Mobilenet_v3 small 0.5 |  None   |  BiLSTM |  ctc  | 韩语   |
+
+多语言模型训练方式与中文模型一致,训练数据集均为100w的合成数据,少量的字体和测试数据可以在[百度网盘]()上下载。
 
 ### 评估
 
diff --git a/doc/french.ttf b/doc/french.ttf
new file mode 100644
index 0000000000000000000000000000000000000000..ab68fb197d4479b3b6dec6e85bd5cbaf433a87c5
Binary files /dev/null and b/doc/french.ttf differ
diff --git a/doc/german.ttf b/doc/german.ttf
new file mode 100644
index 0000000000000000000000000000000000000000..ab68fb197d4479b3b6dec6e85bd5cbaf433a87c5
Binary files /dev/null and b/doc/german.ttf differ
diff --git a/doc/imgs_words/french/1.jpg b/doc/imgs_words/french/1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..077ca28e70b74ed07fa637011c80219aecc448d5
Binary files /dev/null and b/doc/imgs_words/french/1.jpg differ
diff --git a/doc/imgs_words/french/2.jpg b/doc/imgs_words/french/2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..38a73caa621710a7eb7378603e0152ba9c14dd41
Binary files /dev/null and b/doc/imgs_words/french/2.jpg differ
diff --git a/doc/imgs_words/german/1.jpg b/doc/imgs_words/german/1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d26ec9ed14de65c2d27e37693ff0da133e774b94
Binary files /dev/null and b/doc/imgs_words/german/1.jpg differ
diff --git a/doc/imgs_words/japan/1.jpg b/doc/imgs_words/japan/1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..684879749764a1b6063da32d7910bff911e855f4
Binary files /dev/null and b/doc/imgs_words/japan/1.jpg differ
diff --git a/doc/imgs_words/korean/1.jpg b/doc/imgs_words/korean/1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..48a89389ae880783a39a13e9b06a861b88948fba
Binary files /dev/null and b/doc/imgs_words/korean/1.jpg differ
diff --git a/doc/imgs_words/korean/2.jpg b/doc/imgs_words/korean/2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b24f28914d574be44e147943d906f8634f149ed5
Binary files /dev/null and b/doc/imgs_words/korean/2.jpg differ
diff --git a/doc/japan.ttc b/doc/japan.ttc
new file mode 100644
index 0000000000000000000000000000000000000000..ad68243b968fc87b207928594c585039859b75a9
Binary files /dev/null and b/doc/japan.ttc differ
diff --git a/doc/korean.ttf b/doc/korean.ttf
new file mode 100644
index 0000000000000000000000000000000000000000..e638ce37f67ff1cd9babf73387786eaeb5c52968
Binary files /dev/null and b/doc/korean.ttf differ
diff --git a/tools/infer/predict_system.py b/tools/infer/predict_system.py
index 3e6be234c68dcd82f0f9e844f3ad2859000cec88..29c4d7e8e35ceda3966dfcadcca5f0ae985d1bb1 100755
--- a/tools/infer/predict_system.py
+++ b/tools/infer/predict_system.py
@@ -133,6 +133,7 @@ def main(args):
     image_file_list = get_image_file_list(args.image_dir)
     text_sys = TextSystem(args)
     is_visualize = True
+    font_path = args.vis_font_path
     for image_file in image_file_list:
         img, flag = check_and_read_gif(image_file)
         if not flag:
@@ -160,7 +161,7 @@ def main(args):
             scores = [rec_res[i][1] for i in range(len(rec_res))]
 
             draw_img = draw_ocr(
-                image, boxes, txts, scores, drop_score=drop_score)
+                image, boxes, txts, scores, drop_score=drop_score, font_path=font_path)
             draw_img_save = "./inference_results/"
             if not os.path.exists(draw_img_save):
                 os.makedirs(draw_img_save)
diff --git a/tools/infer/utility.py b/tools/infer/utility.py
index e844a0ae67480e94ef1b9286d3d59e7373e75a5c..a1c7c205bdc6621d7395004bf45cb443d273d9c0 100755
--- a/tools/infer/utility.py
+++ b/tools/infer/utility.py
@@ -71,6 +71,10 @@ def parse_args():
         type=str,
         default="./ppocr/utils/ppocr_keys_v1.txt")
     parser.add_argument("--use_space_char", type=str2bool, default=True)
+    parser.add_argument(
+        "--vis_font_path",
+        type=str,
+        default="./doc/simfang.ttf")
 
     # params for text classifier
     parser.add_argument("--use_angle_cls", type=str2bool, default=False)
@@ -198,7 +202,7 @@ def draw_ocr(image,
     return image
 
 
-def draw_ocr_box_txt(image, boxes, txts):
+def draw_ocr_box_txt(image, boxes, txts, font_path="./doc/simfang.ttf"):
     h, w = image.height, image.width
     img_left = image.copy()
     img_right = Image.new('RGB', (w, h), (255, 255, 255))
@@ -225,7 +229,7 @@ def draw_ocr_box_txt(image, boxes, txts):
         if box_height > 2 * box_width:
             font_size = max(int(box_width * 0.9), 10)
             font = ImageFont.truetype(
-                "./doc/simfang.ttf", font_size, encoding="utf-8")
+                font_path, font_size, encoding="utf-8")
             cur_y = box[0][1]
             for c in txt:
                 char_size = font.getsize(c)
@@ -235,7 +239,7 @@ def draw_ocr_box_txt(image, boxes, txts):
         else:
             font_size = max(int(box_height * 0.8), 10)
             font = ImageFont.truetype(
-                "./doc/simfang.ttf", font_size, encoding="utf-8")
+                font_path, font_size, encoding="utf-8")
             draw_right.text(
                 [box[0][0], box[0][1]], txt, fill=(0, 0, 0), font=font)
     img_left = Image.blend(image, img_left, 0.5)