From 61090fb2b489c9ab97703cb7b94429b377d65c90 Mon Sep 17 00:00:00 2001
From: chenjian <chenjian26@baidu.com>
Date: Wed, 1 Dec 2021 18:10:56 +0800
Subject: [PATCH] fix title prediction code example

---
 .../image/classification/DriverStatusRecognition/README_en.md   | 2 +-
 modules/image/classification/SnakeIdentification/README_en.md   | 2 +-
 modules/image/classification/alexnet_imagenet/README_en.md      | 2 +-
 modules/image/classification/darknet53_imagenet/README_en.md    | 2 +-
 modules/image/classification/densenet121_imagenet/README_en.md  | 2 +-
 modules/image/classification/densenet161_imagenet/README_en.md  | 2 +-
 modules/image/classification/densenet169_imagenet/README_en.md  | 2 +-
 modules/image/classification/densenet201_imagenet/README_en.md  | 2 +-
 modules/image/classification/densenet264_imagenet/README_en.md  | 2 +-
 modules/image/classification/dpn107_imagenet/README_en.md       | 2 +-
 modules/image/classification/dpn131_imagenet/README_en.md       | 2 +-
 modules/image/classification/dpn68_imagenet/README_en.md        | 2 +-
 modules/image/classification/dpn92_imagenet/README_en.md        | 2 +-
 modules/image/classification/dpn98_imagenet/README_en.md        | 2 +-
 .../image/classification/efficientnetb0_imagenet/README_en.md   | 2 +-
 .../classification/efficientnetb0_small_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb1_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb2_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb3_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb4_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb5_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb6_imagenet/README_en.md   | 2 +-
 .../image/classification/efficientnetb7_imagenet/README_en.md   | 2 +-
 modules/image/classification/googlenet_imagenet/README_en.md    | 2 +-
 modules/image/classification/inception_v4_imagenet/README_en.md | 2 +-
 modules/image/classification/mobilenet_v2_animals/README_en.md  | 2 +-
 modules/image/classification/mobilenet_v2_dishes/README_en.md   | 2 +-
 modules/image/classification/mobilenet_v2_imagenet/README_en.md | 2 +-
 .../classification/mobilenet_v2_imagenet_ssld/README_en.md      | 2 +-
 .../mobilenet_v3_large_imagenet_ssld/README_en.md               | 2 +-
 .../mobilenet_v3_small_imagenet_ssld/README_en.md               | 2 +-
 modules/image/classification/nasnet_imagenet/README_en.md       | 2 +-
 modules/image/classification/pnasnet_imagenet/README_en.md      | 2 +-
 modules/image/classification/resnet18_vd_imagenet/README_en.md  | 2 +-
 modules/image/classification/resnet50_vd_10w/README_en.md       | 2 +-
 modules/image/classification/resnet50_vd_dishes/README_en.md    | 2 +-
 .../image/classification/resnet50_vd_wildanimals/README_en.md   | 2 +-
 .../image/classification/resnet_v2_101_imagenet/README_en.md    | 2 +-
 .../image/classification/resnet_v2_152_imagenet/README_en.md    | 2 +-
 modules/image/classification/resnet_v2_18_imagenet/README_en.md | 2 +-
 modules/image/classification/resnet_v2_34_imagenet/README_en.md | 2 +-
 modules/image/classification/resnet_v2_50_imagenet/README_en.md | 2 +-
 modules/image/classification/resnext101_32x16d_wsl/README_en.md | 2 +-
 modules/image/classification/resnext101_32x32d_wsl/README_en.md | 2 +-
 modules/image/classification/resnext101_32x48d_wsl/README_en.md | 2 +-
 .../image/classification/resnext101_32x4d_imagenet/README_en.md | 2 +-
 modules/image/classification/resnext101_32x8d_wsl/README_en.md  | 2 +-
 .../image/classification/resnext101_64x4d_imagenet/README_en.md | 2 +-
 .../classification/resnext101_vd_32x4d_imagenet/README_en.md    | 2 +-
 .../classification/resnext101_vd_64x4d_imagenet/README_en.md    | 2 +-
 .../image/classification/resnext152_32x4d_imagenet/README_en.md | 2 +-
 .../image/classification/resnext152_64x4d_imagenet/README_en.md | 2 +-
 .../classification/resnext152_vd_64x4d_imagenet/README_en.md    | 2 +-
 .../image/classification/resnext50_32x4d_imagenet/README_en.md  | 2 +-
 .../image/classification/resnext50_64x4d_imagenet/README_en.md  | 2 +-
 .../classification/resnext50_vd_32x4d_imagenet/README_en.md     | 2 +-
 .../classification/resnext50_vd_64x4d_imagenet/README_en.md     | 2 +-
 .../classification/se_resnext101_32x4d_imagenet/README_en.md    | 2 +-
 .../classification/se_resnext50_32x4d_imagenet/README_en.md     | 2 +-
 .../image/classification/shufflenet_v2_imagenet/README_en.md    | 2 +-
 .../image/classification/spinalnet_res101_gemstone/README_en.md | 2 +-
 .../image/classification/spinalnet_res50_gemstone/README_en.md  | 2 +-
 .../image/classification/spinalnet_vgg16_gemstone/README_en.md  | 2 +-
 modules/image/classification/vgg11_imagenet/README_en.md        | 2 +-
 modules/image/classification/vgg13_imagenet/README_en.md        | 2 +-
 modules/image/classification/vgg16_imagenet/README_en.md        | 2 +-
 modules/image/classification/vgg19_imagenet/README_en.md        | 2 +-
 modules/image/classification/xception41_imagenet/README_en.md   | 2 +-
 modules/image/classification/xception65_imagenet/README_en.md   | 2 +-
 modules/image/classification/xception71_imagenet/README_en.md   | 2 +-
 70 files changed, 70 insertions(+), 70 deletions(-)

diff --git a/modules/image/classification/DriverStatusRecognition/README_en.md b/modules/image/classification/DriverStatusRecognition/README_en.md
index 7391edef..47c5b48b 100644
--- a/modules/image/classification/DriverStatusRecognition/README_en.md
+++ b/modules/image/classification/DriverStatusRecognition/README_en.md
@@ -49,7 +49,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/SnakeIdentification/README_en.md b/modules/image/classification/SnakeIdentification/README_en.md
index 49eec4e0..c97d45c7 100644
--- a/modules/image/classification/SnakeIdentification/README_en.md
+++ b/modules/image/classification/SnakeIdentification/README_en.md
@@ -49,7 +49,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/alexnet_imagenet/README_en.md b/modules/image/classification/alexnet_imagenet/README_en.md
index d790ce85..08c3b378 100644
--- a/modules/image/classification/alexnet_imagenet/README_en.md
+++ b/modules/image/classification/alexnet_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/darknet53_imagenet/README_en.md b/modules/image/classification/darknet53_imagenet/README_en.md
index 0f5a45cb..eb06fe36 100644
--- a/modules/image/classification/darknet53_imagenet/README_en.md
+++ b/modules/image/classification/darknet53_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/densenet121_imagenet/README_en.md b/modules/image/classification/densenet121_imagenet/README_en.md
index 75fb272c..a07b4e87 100644
--- a/modules/image/classification/densenet121_imagenet/README_en.md
+++ b/modules/image/classification/densenet121_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/densenet161_imagenet/README_en.md b/modules/image/classification/densenet161_imagenet/README_en.md
index 8230b855..40391e2b 100644
--- a/modules/image/classification/densenet161_imagenet/README_en.md
+++ b/modules/image/classification/densenet161_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/densenet169_imagenet/README_en.md b/modules/image/classification/densenet169_imagenet/README_en.md
index e81af919..78c6f113 100644
--- a/modules/image/classification/densenet169_imagenet/README_en.md
+++ b/modules/image/classification/densenet169_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/densenet201_imagenet/README_en.md b/modules/image/classification/densenet201_imagenet/README_en.md
index bcbe02fa..42f8430c 100644
--- a/modules/image/classification/densenet201_imagenet/README_en.md
+++ b/modules/image/classification/densenet201_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/densenet264_imagenet/README_en.md b/modules/image/classification/densenet264_imagenet/README_en.md
index 7bfee900..02940f02 100644
--- a/modules/image/classification/densenet264_imagenet/README_en.md
+++ b/modules/image/classification/densenet264_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/dpn107_imagenet/README_en.md b/modules/image/classification/dpn107_imagenet/README_en.md
index 35e66235..20d21fdc 100644
--- a/modules/image/classification/dpn107_imagenet/README_en.md
+++ b/modules/image/classification/dpn107_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/dpn131_imagenet/README_en.md b/modules/image/classification/dpn131_imagenet/README_en.md
index 1217ed29..cabfb0ce 100644
--- a/modules/image/classification/dpn131_imagenet/README_en.md
+++ b/modules/image/classification/dpn131_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/dpn68_imagenet/README_en.md b/modules/image/classification/dpn68_imagenet/README_en.md
index 5ed3509b..456da156 100644
--- a/modules/image/classification/dpn68_imagenet/README_en.md
+++ b/modules/image/classification/dpn68_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/dpn92_imagenet/README_en.md b/modules/image/classification/dpn92_imagenet/README_en.md
index 5d453c17..e64de369 100644
--- a/modules/image/classification/dpn92_imagenet/README_en.md
+++ b/modules/image/classification/dpn92_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/dpn98_imagenet/README_en.md b/modules/image/classification/dpn98_imagenet/README_en.md
index c8a2d7be..5faa9481 100644
--- a/modules/image/classification/dpn98_imagenet/README_en.md
+++ b/modules/image/classification/dpn98_imagenet/README_en.md
@@ -46,7 +46,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb0_imagenet/README_en.md b/modules/image/classification/efficientnetb0_imagenet/README_en.md
index 58ee099a..b9e7f8d6 100644
--- a/modules/image/classification/efficientnetb0_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb0_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb0_small_imagenet/README_en.md b/modules/image/classification/efficientnetb0_small_imagenet/README_en.md
index eb16c7c0..6aba803d 100644
--- a/modules/image/classification/efficientnetb0_small_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb0_small_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb1_imagenet/README_en.md b/modules/image/classification/efficientnetb1_imagenet/README_en.md
index db431ea1..e578354f 100644
--- a/modules/image/classification/efficientnetb1_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb1_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb2_imagenet/README_en.md b/modules/image/classification/efficientnetb2_imagenet/README_en.md
index 07bf88c2..01f5180b 100644
--- a/modules/image/classification/efficientnetb2_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb2_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb3_imagenet/README_en.md b/modules/image/classification/efficientnetb3_imagenet/README_en.md
index 9be75894..d305e4c7 100644
--- a/modules/image/classification/efficientnetb3_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb3_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb4_imagenet/README_en.md b/modules/image/classification/efficientnetb4_imagenet/README_en.md
index c366a4b1..e0414812 100644
--- a/modules/image/classification/efficientnetb4_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb4_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb5_imagenet/README_en.md b/modules/image/classification/efficientnetb5_imagenet/README_en.md
index 565595ba..2562ba13 100644
--- a/modules/image/classification/efficientnetb5_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb5_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb6_imagenet/README_en.md b/modules/image/classification/efficientnetb6_imagenet/README_en.md
index fd907974..cc10c726 100644
--- a/modules/image/classification/efficientnetb6_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb6_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/efficientnetb7_imagenet/README_en.md b/modules/image/classification/efficientnetb7_imagenet/README_en.md
index a62c9a58..d61af669 100644
--- a/modules/image/classification/efficientnetb7_imagenet/README_en.md
+++ b/modules/image/classification/efficientnetb7_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/googlenet_imagenet/README_en.md b/modules/image/classification/googlenet_imagenet/README_en.md
index d2768330..56e61c0a 100644
--- a/modules/image/classification/googlenet_imagenet/README_en.md
+++ b/modules/image/classification/googlenet_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/inception_v4_imagenet/README_en.md b/modules/image/classification/inception_v4_imagenet/README_en.md
index 91996bda..c8dd3f6b 100644
--- a/modules/image/classification/inception_v4_imagenet/README_en.md
+++ b/modules/image/classification/inception_v4_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v2_animals/README_en.md b/modules/image/classification/mobilenet_v2_animals/README_en.md
index aec8b16b..9f083594 100644
--- a/modules/image/classification/mobilenet_v2_animals/README_en.md
+++ b/modules/image/classification/mobilenet_v2_animals/README_en.md
@@ -48,7 +48,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v2_dishes/README_en.md b/modules/image/classification/mobilenet_v2_dishes/README_en.md
index 4c80c473..70d3f41a 100644
--- a/modules/image/classification/mobilenet_v2_dishes/README_en.md
+++ b/modules/image/classification/mobilenet_v2_dishes/README_en.md
@@ -50,7 +50,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v2_imagenet/README_en.md b/modules/image/classification/mobilenet_v2_imagenet/README_en.md
index 07fa3a26..5f73d8f1 100644
--- a/modules/image/classification/mobilenet_v2_imagenet/README_en.md
+++ b/modules/image/classification/mobilenet_v2_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v2_imagenet_ssld/README_en.md b/modules/image/classification/mobilenet_v2_imagenet_ssld/README_en.md
index 40d2f231..ef9d8988 100644
--- a/modules/image/classification/mobilenet_v2_imagenet_ssld/README_en.md
+++ b/modules/image/classification/mobilenet_v2_imagenet_ssld/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v3_large_imagenet_ssld/README_en.md b/modules/image/classification/mobilenet_v3_large_imagenet_ssld/README_en.md
index f650d61d..ec1b3b31 100644
--- a/modules/image/classification/mobilenet_v3_large_imagenet_ssld/README_en.md
+++ b/modules/image/classification/mobilenet_v3_large_imagenet_ssld/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/mobilenet_v3_small_imagenet_ssld/README_en.md b/modules/image/classification/mobilenet_v3_small_imagenet_ssld/README_en.md
index a44e66d2..0a77131a 100644
--- a/modules/image/classification/mobilenet_v3_small_imagenet_ssld/README_en.md
+++ b/modules/image/classification/mobilenet_v3_small_imagenet_ssld/README_en.md
@@ -46,7 +46,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/nasnet_imagenet/README_en.md b/modules/image/classification/nasnet_imagenet/README_en.md
index 5e458435..ba0f84ae 100644
--- a/modules/image/classification/nasnet_imagenet/README_en.md
+++ b/modules/image/classification/nasnet_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/pnasnet_imagenet/README_en.md b/modules/image/classification/pnasnet_imagenet/README_en.md
index 1bae2da1..7454af02 100644
--- a/modules/image/classification/pnasnet_imagenet/README_en.md
+++ b/modules/image/classification/pnasnet_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet18_vd_imagenet/README_en.md b/modules/image/classification/resnet18_vd_imagenet/README_en.md
index ccc00390..6ce03023 100644
--- a/modules/image/classification/resnet18_vd_imagenet/README_en.md
+++ b/modules/image/classification/resnet18_vd_imagenet/README_en.md
@@ -46,7 +46,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet50_vd_10w/README_en.md b/modules/image/classification/resnet50_vd_10w/README_en.md
index ff6a4062..51bef676 100644
--- a/modules/image/classification/resnet50_vd_10w/README_en.md
+++ b/modules/image/classification/resnet50_vd_10w/README_en.md
@@ -38,7 +38,7 @@
 
 ## III.Module API Prediction
 
-- ### 1、预测Prediction Code Example
+- ### 1、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet50_vd_dishes/README_en.md b/modules/image/classification/resnet50_vd_dishes/README_en.md
index a15ca07b..2526c1a8 100644
--- a/modules/image/classification/resnet50_vd_dishes/README_en.md
+++ b/modules/image/classification/resnet50_vd_dishes/README_en.md
@@ -50,7 +50,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet50_vd_wildanimals/README_en.md b/modules/image/classification/resnet50_vd_wildanimals/README_en.md
index 3e260a92..9a526d58 100644
--- a/modules/image/classification/resnet50_vd_wildanimals/README_en.md
+++ b/modules/image/classification/resnet50_vd_wildanimals/README_en.md
@@ -47,7 +47,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet_v2_101_imagenet/README_en.md b/modules/image/classification/resnet_v2_101_imagenet/README_en.md
index 9c0753ab..2d39b5fa 100644
--- a/modules/image/classification/resnet_v2_101_imagenet/README_en.md
+++ b/modules/image/classification/resnet_v2_101_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet_v2_152_imagenet/README_en.md b/modules/image/classification/resnet_v2_152_imagenet/README_en.md
index 6511eb19..1fc4640b 100644
--- a/modules/image/classification/resnet_v2_152_imagenet/README_en.md
+++ b/modules/image/classification/resnet_v2_152_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet_v2_18_imagenet/README_en.md b/modules/image/classification/resnet_v2_18_imagenet/README_en.md
index d6cca6c7..233bc1ad 100644
--- a/modules/image/classification/resnet_v2_18_imagenet/README_en.md
+++ b/modules/image/classification/resnet_v2_18_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet_v2_34_imagenet/README_en.md b/modules/image/classification/resnet_v2_34_imagenet/README_en.md
index 33264844..c5cdbd51 100644
--- a/modules/image/classification/resnet_v2_34_imagenet/README_en.md
+++ b/modules/image/classification/resnet_v2_34_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnet_v2_50_imagenet/README_en.md b/modules/image/classification/resnet_v2_50_imagenet/README_en.md
index 079c5bfc..32a54005 100644
--- a/modules/image/classification/resnet_v2_50_imagenet/README_en.md
+++ b/modules/image/classification/resnet_v2_50_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_32x16d_wsl/README_en.md b/modules/image/classification/resnext101_32x16d_wsl/README_en.md
index 760b5f39..7317b446 100644
--- a/modules/image/classification/resnext101_32x16d_wsl/README_en.md
+++ b/modules/image/classification/resnext101_32x16d_wsl/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_32x32d_wsl/README_en.md b/modules/image/classification/resnext101_32x32d_wsl/README_en.md
index bcc05e07..c9ded02a 100644
--- a/modules/image/classification/resnext101_32x32d_wsl/README_en.md
+++ b/modules/image/classification/resnext101_32x32d_wsl/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_32x48d_wsl/README_en.md b/modules/image/classification/resnext101_32x48d_wsl/README_en.md
index eb72fd25..bf0541f2 100644
--- a/modules/image/classification/resnext101_32x48d_wsl/README_en.md
+++ b/modules/image/classification/resnext101_32x48d_wsl/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_32x4d_imagenet/README_en.md b/modules/image/classification/resnext101_32x4d_imagenet/README_en.md
index 6df60e4f..811a6c72 100644
--- a/modules/image/classification/resnext101_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext101_32x4d_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_32x8d_wsl/README_en.md b/modules/image/classification/resnext101_32x8d_wsl/README_en.md
index 4e5f717d..14494475 100644
--- a/modules/image/classification/resnext101_32x8d_wsl/README_en.md
+++ b/modules/image/classification/resnext101_32x8d_wsl/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_64x4d_imagenet/README_en.md b/modules/image/classification/resnext101_64x4d_imagenet/README_en.md
index dca186d0..7c12f433 100644
--- a/modules/image/classification/resnext101_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext101_64x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_vd_32x4d_imagenet/README_en.md b/modules/image/classification/resnext101_vd_32x4d_imagenet/README_en.md
index e4ebdd5a..3c6bcbf7 100644
--- a/modules/image/classification/resnext101_vd_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext101_vd_32x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext101_vd_64x4d_imagenet/README_en.md b/modules/image/classification/resnext101_vd_64x4d_imagenet/README_en.md
index 5af6c222..4fa61f9c 100644
--- a/modules/image/classification/resnext101_vd_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext101_vd_64x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext152_32x4d_imagenet/README_en.md b/modules/image/classification/resnext152_32x4d_imagenet/README_en.md
index 4951fa30..90423f00 100644
--- a/modules/image/classification/resnext152_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext152_32x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext152_64x4d_imagenet/README_en.md b/modules/image/classification/resnext152_64x4d_imagenet/README_en.md
index 11d5eb38..3805380b 100644
--- a/modules/image/classification/resnext152_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext152_64x4d_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext152_vd_64x4d_imagenet/README_en.md b/modules/image/classification/resnext152_vd_64x4d_imagenet/README_en.md
index 1fc47fa4..059333b5 100644
--- a/modules/image/classification/resnext152_vd_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext152_vd_64x4d_imagenet/README_en.md
@@ -45,7 +45,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext50_32x4d_imagenet/README_en.md b/modules/image/classification/resnext50_32x4d_imagenet/README_en.md
index 24d03f73..d696f4a4 100644
--- a/modules/image/classification/resnext50_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext50_32x4d_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext50_64x4d_imagenet/README_en.md b/modules/image/classification/resnext50_64x4d_imagenet/README_en.md
index 46175d23..b9708b3f 100644
--- a/modules/image/classification/resnext50_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext50_64x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext50_vd_32x4d_imagenet/README_en.md b/modules/image/classification/resnext50_vd_32x4d_imagenet/README_en.md
index 39ff03a8..1d5aae6d 100644
--- a/modules/image/classification/resnext50_vd_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext50_vd_32x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/resnext50_vd_64x4d_imagenet/README_en.md b/modules/image/classification/resnext50_vd_64x4d_imagenet/README_en.md
index 7b29e794..fe746d98 100644
--- a/modules/image/classification/resnext50_vd_64x4d_imagenet/README_en.md
+++ b/modules/image/classification/resnext50_vd_64x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/se_resnext101_32x4d_imagenet/README_en.md b/modules/image/classification/se_resnext101_32x4d_imagenet/README_en.md
index 5ecfe620..a3308b7f 100644
--- a/modules/image/classification/se_resnext101_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/se_resnext101_32x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/se_resnext50_32x4d_imagenet/README_en.md b/modules/image/classification/se_resnext50_32x4d_imagenet/README_en.md
index 93d629a4..9bf94e30 100644
--- a/modules/image/classification/se_resnext50_32x4d_imagenet/README_en.md
+++ b/modules/image/classification/se_resnext50_32x4d_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/shufflenet_v2_imagenet/README_en.md b/modules/image/classification/shufflenet_v2_imagenet/README_en.md
index 73b9959c..e2c6dfc1 100644
--- a/modules/image/classification/shufflenet_v2_imagenet/README_en.md
+++ b/modules/image/classification/shufflenet_v2_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/spinalnet_res101_gemstone/README_en.md b/modules/image/classification/spinalnet_res101_gemstone/README_en.md
index 375aab26..123f84b5 100644
--- a/modules/image/classification/spinalnet_res101_gemstone/README_en.md
+++ b/modules/image/classification/spinalnet_res101_gemstone/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/spinalnet_res50_gemstone/README_en.md b/modules/image/classification/spinalnet_res50_gemstone/README_en.md
index 642e88de..1af1f9f0 100644
--- a/modules/image/classification/spinalnet_res50_gemstone/README_en.md
+++ b/modules/image/classification/spinalnet_res50_gemstone/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/spinalnet_vgg16_gemstone/README_en.md b/modules/image/classification/spinalnet_vgg16_gemstone/README_en.md
index 4c65ef43..a36834a5 100644
--- a/modules/image/classification/spinalnet_vgg16_gemstone/README_en.md
+++ b/modules/image/classification/spinalnet_vgg16_gemstone/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/vgg11_imagenet/README_en.md b/modules/image/classification/vgg11_imagenet/README_en.md
index fdf4e611..40e8c029 100644
--- a/modules/image/classification/vgg11_imagenet/README_en.md
+++ b/modules/image/classification/vgg11_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/vgg13_imagenet/README_en.md b/modules/image/classification/vgg13_imagenet/README_en.md
index b71b8979..25ef7385 100644
--- a/modules/image/classification/vgg13_imagenet/README_en.md
+++ b/modules/image/classification/vgg13_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/vgg16_imagenet/README_en.md b/modules/image/classification/vgg16_imagenet/README_en.md
index 62ea3939..01cf0d8a 100644
--- a/modules/image/classification/vgg16_imagenet/README_en.md
+++ b/modules/image/classification/vgg16_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/vgg19_imagenet/README_en.md b/modules/image/classification/vgg19_imagenet/README_en.md
index aa42e378..894ba47a 100644
--- a/modules/image/classification/vgg19_imagenet/README_en.md
+++ b/modules/image/classification/vgg19_imagenet/README_en.md
@@ -43,7 +43,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/xception41_imagenet/README_en.md b/modules/image/classification/xception41_imagenet/README_en.md
index 4ff6e571..9835e3db 100644
--- a/modules/image/classification/xception41_imagenet/README_en.md
+++ b/modules/image/classification/xception41_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/xception65_imagenet/README_en.md b/modules/image/classification/xception65_imagenet/README_en.md
index ea13c1ed..db81a7b5 100644
--- a/modules/image/classification/xception65_imagenet/README_en.md
+++ b/modules/image/classification/xception65_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
diff --git a/modules/image/classification/xception71_imagenet/README_en.md b/modules/image/classification/xception71_imagenet/README_en.md
index 58c751db..118ddc70 100644
--- a/modules/image/classification/xception71_imagenet/README_en.md
+++ b/modules/image/classification/xception71_imagenet/README_en.md
@@ -44,7 +44,7 @@
     ```
   - If you want to call the Hub module through the command line, please refer to: [PaddleHub Command Line Instruction](../../../../docs/docs_ch/tutorial/cmd_usage.rst)
 
-- ### 2、预测Prediction Code Example
+- ### 2、Prediction Code Example
 
   - ```python
     import paddlehub as hub
-- 
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