first version

modules/image/Image_gan/gan/stgan_bald/README_en.md

+# stgan_bald
+
+|Module Name|stgan_bald|
+| :--- | :---: |
+|Category|image generation|
+|Network|STGAN|
+|Dataset|CelebA|
+|Fine-tuning supported or not|No|
+|Module Size|287MB|
+|Latest update date|2021-02-26|
+|Data indicators|-|
+
+
+## I.Basic Information
+
+- ### Application Effect Display
+  - Please refer to this [link](https://aistudio.baidu.com/aistudio/projectdetail/1145381)
+
+- ### Module Introduction
+
+  - This module is based on STGAN model, trained on CelebA dataset, and can be used to predict bald appearance after 1, 3 and 5 years.
+
+
+## II.Installation
+
+- ### 1、Environmental Dependence  
+
+  - paddlepaddle >= 1.8.2  
+
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
+
+- ### 2、Installation
+
+  - ```shell
+    $ hub install stgan_bald
+    ```
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
+## III.Module API Prediction
+
+- ### 1、Prediction Code Example
+
+  - ```python
+    import paddlehub as hub
+    import cv2
+
+    stgan_bald = hub.Module(name="stgan_bald")
+    result = stgan_bald.bald(images=[cv2.imread('/PATH/TO/IMAGE')])
+    # or
+    # result = stgan_bald.bald(paths=['/PATH/TO/IMAGE'])
+    ```
+
+- ### 2、API
+
+  - ```python
+    def bald(images=None,
+             paths=None,
+             use_gpu=False,
+             visualization=False,
+             output_dir="bald_output")
+    ```
+
+    - Bald appearance generation API.
+
+    - **Parameters**
+      - images (list\[numpy.ndarray\]): image data, ndarray.shape is in the format [H, W, C], BGR;
+      - paths (list[str]): image path;
+      - use_gpu (bool): use GPU or not; **set the CUDA_VISIBLE_DEVICES environment variable first if you are using GPU**
+      - visualization (bool): Whether to save the results as picture files;
+      - output_dir (str): save path of images;
+
+      **NOTE:** choose one parameter to provide data from paths and images
+
+    - **Return**
+
+      - res (list\[numpy.ndarray\]): result list，ndarray.shape 为 \[H, W, C\]
+
+## IV.Server Deployment
+
+- PaddleHub Serving can deploy an online service of bald appearance generation.
+
+- ### Step 1: Start PaddleHub Serving
+
+  - Run the startup command：
+  - ```shell
+    $ hub serving start -m stgan_bald
+    ```
+
+  - The servitization API is now deployed and the default port number is 8866.
+
+  - **NOTE:**  If GPU is used for prediction, set CUDA_VISIBLE_DEVICES environment variable before the service, otherwise it need not be set.
+
+- ### Step 2: Send a predictive request
+
+  - With a configured server, use the following lines of code to send the prediction request and obtain the result
+
+  - ```python
+    import requests
+    import json
+    import cv2
+    import base64
+    import numpy as np
+
+
+    def cv2_to_base64(image):
+      data = cv2.imencode('.jpg', image)[1]
+      return base64.b64encode(data.tostring()).decode('utf8')
+
+    def base64_to_cv2(b64str):
+      data = base64.b64decode(b64str.encode('utf8'))
+      data = np.fromstring(data, np.uint8)
+      data = cv2.imdecode(data, cv2.IMREAD_COLOR)
+      return data
+
+    # Send an HTTP request
+    data = {'images':[cv2_to_base64(cv2.imread("/PATH/TO/IMAGE"))]}
+    headers = {"Content-type": "application/json"}
+    url = "http://127.0.0.1:8866/predict/stgan_bald"
+    r = requests.post(url=url, headers=headers, data=json.dumps(data))
+
+    # save results
+    one_year =cv2.cvtColor(base64_to_cv2(r.json()["results"]['data_0']), cv2.COLOR_RGB2BGR)
+    three_year =cv2.cvtColor(base64_to_cv2(r.json()["results"]['data_1']), cv2.COLOR_RGB2BGR)
+    five_year =cv2.cvtColor(base64_to_cv2(r.json()["results"]['data_2']), cv2.COLOR_RGB2BGR)
+    cv2.imwrite("stgan_bald_server.png", one_year)
+    ```
+
+
+## V.Release Note
+
+* 1.0.0
+
+  First release
+  - ```shell
+    $ hub install stgan_bald==1.0.0
+    ```

modules/image/Image_gan/style_transfer/Photo2Cartoon/README_en.md

@@ -32,14 +32,14 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0   | [How to install PaddleHub]()  
+  - paddlehub >= 2.0.0   | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)  
 
 - ### 2、Installation
 
   - ```shell
     $ hub install Photo2Cartoon
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/U2Net_Portrait/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install U2Net_Portrait
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/UGATIT_100w/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install UGATIT_100w
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v1_hayao_60/README_en.md

@@ -39,14 +39,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v1_hayao_60
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_hayao_64/README_en.md

@@ -37,14 +37,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_hayao_64
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_hayao_99/README_en.md

@@ -37,14 +37,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_hayao_99
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_paprika_74/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_paprika_74
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_paprika_98/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_paprika_98
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_shinkai_33/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_shinkai_33
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/animegan_v2_shinkai_53/README_en.md

@@ -38,14 +38,14 @@
 
   - paddlepaddle >= 1.8.0  
 
-  - paddlehub >= 1.8.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.8.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install animegan_v2_shinkai_53
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/Image_gan/style_transfer/stylepro_artistic/README_en.md

@@ -30,14 +30,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0     | [How to install PaddleHub]()  
+  - paddlehub >= 1.6.0     | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)  
 
 - ### 2、Installation
 
   - ```shell
     $ hub install stylepro_artistic
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/DriverStatusRecognition/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
   - paddlex >= 1.3.7
 
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install DriverStatusRecognition
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 - ### 3、Online experience
   [AI Studio](https://aistudio.baidu.com/aistudio/projectdetail/1649513)

modules/image/classification/SnakeIdentification/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
   - paddlex >= 1.3.7
 
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install SnakeIdentification
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 - ### 3、Online experience
   [AI Studio](https://aistudio.baidu.com/aistudio/projectdetail/1646951)

modules/image/classification/alexnet_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install alexnet_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/darknet53_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install darknet53_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/densenet121_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install densenet121_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/densenet161_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install densenet161_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/densenet169_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install densenet169_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/densenet201_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install densenet201_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/densenet264_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install densenet264_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/dpn107_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install dpn107_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/dpn131_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install dpn131_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/dpn68_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install dpn68_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/dpn92_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install dpn92_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/dpn98_imagenet/README_en.md

@@ -27,7 +27,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install dpn98_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb0_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb0_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb0_small_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb0_small_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb1_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install efficientnetb1_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb2_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb2_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb3_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install efficientnetb3_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb4_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb4_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb5_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb5_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb6_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install efficientnetb6_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/efficientnetb7_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install efficientnetb7_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/fix_resnext101_32x48d_wsl_imagenet/README_en.md

@@ -27,7 +27,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install fix_resnext101_32x48d_wsl_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/food_classification/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
   - paddlex >= 1.3.7
 
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install food_classification
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/googlenet_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install googlenet_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/inception_v4_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install inception_v4_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/marine_biometrics/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install marine_biometrics
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v2_animals/README_en.md

@@ -29,7 +29,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -37,7 +37,7 @@
   - ```shell
     $ hub install mobilenet_v2_animals
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v2_dishes/README_en.md

@@ -31,7 +31,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -39,7 +39,7 @@
   - ```shell
     $ hub install mobilenet_v2_dishes
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v2_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install mobilenet_v2_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v2_imagenet_ssld/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install mobilenet_v2_imagenet_ssld
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v3_large_imagenet_ssld/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install mobilenet_v3_large_imagenet_ssld
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/mobilenet_v3_small_imagenet_ssld/README_en.md

@@ -27,7 +27,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install mobilenet_v3_small_imagenet_ssld
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/nasnet_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install nasnet_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/pnasnet_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install pnasnet_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/res2net101_vd_26w_4s_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install res2net101_vd_26w_4s_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet18_vd_imagenet/README_en.md

@@ -27,7 +27,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -35,7 +35,7 @@
   - ```shell
     $ hub install resnet18_vd_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet50_vd_10w/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install resnet50_vd_10w
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet50_vd_dishes/README_en.md

@@ -31,7 +31,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -39,7 +39,7 @@
   - ```shell
     $ hub install resnet50_vd_dishes
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet50_vd_wildanimals/README_en.md

@@ -28,7 +28,7 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -36,7 +36,7 @@
   - ```shell
     $ hub install resnet50_vd_wildanimals
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet_v2_101_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnet_v2_101_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet_v2_152_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnet_v2_152_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet_v2_18_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install resnet_v2_18_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet_v2_34_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnet_v2_34_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnet_v2_50_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnet_v2_50_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_32x16d_wsl/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_32x16d_wsl
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_32x32d_wsl/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_32x32d_wsl
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_32x48d_wsl/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_32x48d_wsl
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_32x4d_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install resnext101_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_32x8d_wsl/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.6.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_32x8d_wsl
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_64x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_vd_32x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_vd_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext101_vd_64x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext101_vd_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext152_32x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext152_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext152_64x4d_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install resnext152_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext152_vd_64x4d_imagenet/README_en.md

@@ -26,7 +26,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -34,7 +34,7 @@
   - ```shell
     $ hub install resnext152_vd_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext50_32x4d_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install resnext50_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext50_64x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext50_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext50_vd_32x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext50_vd_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/resnext50_vd_64x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install resnext50_vd_64x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/se_resnext101_32x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install se_resnext101_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/se_resnext50_32x4d_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install se_resnext50_32x4d_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/shufflenet_v2_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install shufflenet_v2_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/spinalnet_res101_gemstone/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install spinalnet_res101_gemstone
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/spinalnet_res50_gemstone/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install spinalnet_res50_gemstone
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/spinalnet_vgg16_gemstone/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 2.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install spinalnet_vgg16_gemstone
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/vgg11_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install vgg11_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/vgg13_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install vgg13_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/vgg16_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install vgg16_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/vgg19_imagenet/README_en.md

@@ -24,7 +24,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -32,7 +32,7 @@
   - ```shell
     $ hub install vgg19_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/xception41_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install xception41_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/xception65_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install xception65_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/classification/xception71_imagenet/README_en.md

@@ -25,7 +25,7 @@
 
   - paddlepaddle >= 1.4.0  
 
-  - paddlehub >= 1.0.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.0.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 
 - ### 2、Installation
@@ -33,7 +33,7 @@
   - ```shell
     $ hub install xception71_imagenet
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/depth_estimation/MiDaS_Large/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 2.0.0  
 
-  - paddlehub >= 2.0.0   | [How to install PaddleHub]()  
+  - paddlehub >= 2.0.0   | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)  
 
 - ### 2、Installation
 
   - ```shell
     $ hub install MiDaS_Large
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/pyramidbox_face_detection/README_en.md

@@ -32,14 +32,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install pyramidbox_face_detection
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/pyramidbox_lite_mobile/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install pyramidbox_lite_mobile
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/pyramidbox_lite_mobile_mask/README_en.md

@@ -32,14 +32,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install pyramidbox_lite_mobile_mask
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/pyramidbox_lite_server/README_en.md

@@ -32,14 +32,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install pyramidbox_lite_server
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/pyramidbox_lite_server_mask/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install pyramidbox_lite_server_mask
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/ultra_light_fast_generic_face_detector_1mb_320/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install ultra_light_fast_generic_face_detector_1mb_320
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/face_detection/ultra_light_fast_generic_face_detector_1mb_640/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install ultra_light_fast_generic_face_detector_1mb_640
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/faster_rcnn_resnet50_coco2017/README_en.md

@@ -34,14 +34,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install faster_rcnn_resnet50_coco2017
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/faster_rcnn_resnet50_fpn_coco2017/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install faster_rcnn_resnet50_fpn_coco2017
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/faster_rcnn_resnet50_fpn_venus/README_en.md

@@ -24,14 +24,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()  
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)  
 
 - ### 2、Installation
 
   - ```shell
     $ hub install faster_rcnn_resnet50_fpn_venus
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/ssd_mobilenet_v1_pascal/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install ssd_mobilenet_v1_pascal
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/ssd_vgg16_512_coco2017/README_en.md

@@ -32,14 +32,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install ssd_vgg16_512_coco2017
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction
 

modules/image/object_detection/yolov3_darknet53_coco2017/README_en.md

@@ -31,14 +31,14 @@
 
   - paddlepaddle >= 1.6.2  
 
-  - paddlehub >= 1.6.0  | [How to install PaddleHub]()
+  - paddlehub >= 1.6.0  | [How to install PaddleHub](../../../../docs/docs_en/get_start/installation.rst)
 
 - ### 2、Installation
 
   - ```shell
     $ hub install yolov3_darknet53_coco2017
     ```
-  - In case of any problems during installation, please refer to: [Windows_Quickstart]() | [Linux_Quickstart]() | [Mac_Quickstart]()
+  - In case of any problems during installation, please refer to: [Windows_Quickstart](../../../../docs/docs_en/get_start/windows_quickstart.md) | [Linux_Quickstart](../../../../docs/docs_en/get_start/linux_quickstart.md) | [Mac_Quickstart](../../../../docs/docs_en/get_start/mac_quickstart.md)
 
 ## III.Module API Prediction