diff --git a/hub_module/modules/image/colorization/deoldify/README.md b/hub_module/modules/image/colorization/deoldify/README.md
index ac847cb7b297f02473b75585cc74695a79db51f6..552c59d3cda2b5bdeb394b5f80e36e5a3913481a 100644
--- a/hub_module/modules/image/colorization/deoldify/README.md
+++ b/hub_module/modules/image/colorization/deoldify/README.md
@@ -57,7 +57,7 @@ def run_video(self, video):
 ```python
 import paddlehub as hub
 
-model = hub.Module('deoldify')
+model = hub.Module(name='deoldify')
 model.predict('/PATH/TO/IMAGE/OR/VIDEO')
 ```
 
diff --git a/hub_module/modules/image/colorization/photo_restoration/README.md b/hub_module/modules/image/colorization/photo_restoration/README.md
index 4ba39c57b7dc20f88fbb13a20bc3953154dd0420..300cca13c947092d47e6822afe85dc99eb1d4489 100644
--- a/hub_module/modules/image/colorization/photo_restoration/README.md
+++ b/hub_module/modules/image/colorization/photo_restoration/README.md
@@ -38,7 +38,7 @@ def run_image(self,
 import cv2
 import paddlehub as hub
 
-model = hub.Module('photo_restoration', visualization=True)
+model = hub.Module(name='photo_restoration', visualization=True)
 im = cv2.imread('/PATH/TO/IMAGE')
 res = model.run_image(im)
 
diff --git a/hub_module/modules/image/gan/stgan_bald/README.md b/hub_module/modules/image/gan/stgan_bald/README.md
index 48e4b4e1d0105da717a712bab3f33658c59282bd..668193e1fa902559167d2ebcd935635921f7f4be 100644
--- a/hub_module/modules/image/gan/stgan_bald/README.md
+++ b/hub_module/modules/image/gan/stgan_bald/README.md
@@ -32,7 +32,7 @@
     import paddlehub as hub
     import cv2
     
-    stgan_bald = hub.Module('stgan_bald')
+    stgan_bald = hub.Module(name='stgan_bald')
     im = cv2.imread('/PATH/TO/IMAGE')
     res = stgan_bald.bald(images=[im],visualization=True)
 # 服务部署
diff --git a/hub_module/modules/image/humanseg/humanseg_lite/README.md b/hub_module/modules/image/humanseg/humanseg_lite/README.md
index 4a1b29f955575b3437399ad6603bb1c545a6cb07..1ddb1e182c9315f950a9c3f13bc77fd4945c90d0 100644
--- a/hub_module/modules/image/humanseg/humanseg_lite/README.md
+++ b/hub_module/modules/image/humanseg/humanseg_lite/README.md
@@ -105,7 +105,7 @@ def save_inference_model(dirname='humanseg_lite_model',
 import cv2
 import paddlehub as hub
 
-human_seg = hub.Module('humanseg_lite')
+human_seg = hub.Module(name='humanseg_lite')
 im = cv2.imread('/PATH/TO/IMAGE')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = human_seg.segment(images=[im],visualization=True)
diff --git a/hub_module/modules/image/humanseg/humanseg_mobile/README.md b/hub_module/modules/image/humanseg/humanseg_mobile/README.md
index fee6a83c4fa25b04790ae3b78005482377383396..ae767d34b528884afa904260d3417b8b598c75db 100644
--- a/hub_module/modules/image/humanseg/humanseg_mobile/README.md
+++ b/hub_module/modules/image/humanseg/humanseg_mobile/README.md
@@ -105,7 +105,7 @@ def save_inference_model(dirname='humanseg_mobile_model',
 import cv2
 import paddlehub as hub
 
-human_seg = hub.Module('humanseg_mobile')
+human_seg = hub.Module(name='humanseg_mobile')
 im = cv2.imread('/PATH/TO/IMAGE')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = human_seg.segment(images=[im],visualization=True)
diff --git a/hub_module/modules/image/humanseg/humanseg_server/README.md b/hub_module/modules/image/humanseg/humanseg_server/README.md
index d5343beb54385254c9c47248317590681669f1d9..bf1b0a4c014a8be1e6e2e64572e7edbca65c1dd6 100644
--- a/hub_module/modules/image/humanseg/humanseg_server/README.md
+++ b/hub_module/modules/image/humanseg/humanseg_server/README.md
@@ -108,7 +108,7 @@ def save_inference_model(dirname,
 import cv2
 import paddlehub as hub
 
-human_seg = hub.Module('humanseg_server')
+human_seg = hub.Module(name='humanseg_server')
 im = cv2.imread('/PATH/TO/IMAGE')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = human_seg.segment(images=[im],visualization=True)
diff --git a/hub_module/modules/image/keypoint_detection/hand_pose_localization/README.md b/hub_module/modules/image/keypoint_detection/hand_pose_localization/README.md
index eb143adaafd0586b10201670ed6ad32c07d812a6..4e247d9ae24f9f52f3f9f0a87b1d04fe12390b44 100644
--- a/hub_module/modules/image/keypoint_detection/hand_pose_localization/README.md
+++ b/hub_module/modules/image/keypoint_detection/hand_pose_localization/README.md
@@ -46,7 +46,7 @@ import cv2
 import paddlehub as hub
 
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('hand_pose_localization', use_gpu=False)
+model = hub.Module(name='hand_pose_localization', use_gpu=False)
 
 # 调用关键点检测API
 result = model.keypoint_detection(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/UGATIT_100w/README.md b/hub_module/modules/image/style_transfer/UGATIT_100w/README.md
index a66abda1f6e5951fadab92d1e52df19b00b1117a..442f5ebc2a58f49e48b550b950db6059516bbd86 100644
--- a/hub_module/modules/image/style_transfer/UGATIT_100w/README.md
+++ b/hub_module/modules/image/style_transfer/UGATIT_100w/README.md
@@ -58,7 +58,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('UGATIT_100w', use_gpu=False)
+model = hub.Module(name='UGATIT_100w', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/UGATIT_92w/README.md b/hub_module/modules/image/style_transfer/UGATIT_92w/README.md
index b6edd1ff46c9d19111277c1ec5c1615e649811b0..41d401bfbc1e5a1cfa79bee20f88bcd0c0370049 100644
--- a/hub_module/modules/image/style_transfer/UGATIT_92w/README.md
+++ b/hub_module/modules/image/style_transfer/UGATIT_92w/README.md
@@ -58,7 +58,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('UGATIT_92w', use_gpu=False)
+model = hub.Module(name='UGATIT_92w', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v1_hayao_60/README.md b/hub_module/modules/image/style_transfer/animegan_v1_hayao_60/README.md
index 587f4ba97c0741f46929b0e66a806e8e619938b2..0001a7ddee89926f632779c1febab9311927b672 100644
--- a/hub_module/modules/image/style_transfer/animegan_v1_hayao_60/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v1_hayao_60/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v1_hayao_60', use_gpu=False)
+model = hub.Module(name='animegan_v1_hayao_60', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_hayao_64/README.md b/hub_module/modules/image/style_transfer/animegan_v2_hayao_64/README.md
index 20c8ef9d2a106defebcf731c4237d788428201cf..715cd377b8f3a1d1b797e84937eff4f55015bd00 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_hayao_64/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_hayao_64/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_hayao_64', use_gpu=False)
+model = hub.Module(name='animegan_v2_hayao_64', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_hayao_99/README.md b/hub_module/modules/image/style_transfer/animegan_v2_hayao_99/README.md
index 94b23a6ebd1f3ae5aa56de6b558f2867edf267b2..b14e8c5f7a10e577bb949a6047f52e1f33de85f5 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_hayao_99/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_hayao_99/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_hayao_99', use_gpu=False)
+model = hub.Module(name='animegan_v2_hayao_99', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_paprika_54/README.md b/hub_module/modules/image/style_transfer/animegan_v2_paprika_54/README.md
index 01eabc69e2df75d7aa13d065b22b49038be593a3..78925afa8b2ae10884da73338302903109bdfb99 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_paprika_54/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_paprika_54/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_paprika_54', use_gpu=False)
+model = hub.Module(name='animegan_v2_paprika_54', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_paprika_74/README.md b/hub_module/modules/image/style_transfer/animegan_v2_paprika_74/README.md
index 74f329872b2cc10748677984577c9455bae3e1cc..5b3c73d375b540a113e9917ddf38aedd9ad5d329 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_paprika_74/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_paprika_74/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_paprika_74', use_gpu=False)
+model = hub.Module(name='animegan_v2_paprika_74', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_paprika_97/README.md b/hub_module/modules/image/style_transfer/animegan_v2_paprika_97/README.md
index 8baa6762b576b809b16fe3c7b51456dc7b5d57d5..97d23de0c1b06f92d4d7f158d3dc774331f8b59b 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_paprika_97/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_paprika_97/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_paprika_97', use_gpu=False)
+model = hub.Module(name='animegan_v2_paprika_97', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_paprika_98/README.md b/hub_module/modules/image/style_transfer/animegan_v2_paprika_98/README.md
index 1f650fd6de709a6f18c928d0b2f0a4880a88eac4..6cbce14ebdb6b87acd2d251147c5fbbbeb6e0789 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_paprika_98/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_paprika_98/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_paprika_98', use_gpu=False)
+model = hub.Module(name='animegan_v2_paprika_98', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_shinkai_33/README.md b/hub_module/modules/image/style_transfer/animegan_v2_shinkai_33/README.md
index 19aaff3ae7ea8ead5a455eaaee838b36aec7bdce..ab19e9c5d529c7f7b048f7e557a2df5d19eee85b 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_shinkai_33/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_shinkai_33/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_shinkai_33', use_gpu=False)
+model = hub.Module(name='animegan_v2_shinkai_33', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/style_transfer/animegan_v2_shinkai_53/README.md b/hub_module/modules/image/style_transfer/animegan_v2_shinkai_53/README.md
index 44dfdcf723f6af67081a8905376e80f56aefc8be..04afb93b1fb144402fa28355e6fcef637698b8ab 100644
--- a/hub_module/modules/image/style_transfer/animegan_v2_shinkai_53/README.md
+++ b/hub_module/modules/image/style_transfer/animegan_v2_shinkai_53/README.md
@@ -63,7 +63,7 @@ import paddlehub as hub
 
 # 模型加载
 # use_gpu：是否使用GPU进行预测
-model = hub.Module('animegan_v2_shinkai_53', use_gpu=False)
+model = hub.Module(name='animegan_v2_shinkai_53', use_gpu=False)
 
 # 模型预测
 result = model.style_transfer(images=[cv2.imread('/PATH/TO/IMAGE')])
diff --git a/hub_module/modules/image/super_resolution/dcscn/README.md b/hub_module/modules/image/super_resolution/dcscn/README.md
index e9099f288b7eb846cbf88616efc915b31ff58fc8..da9bfa44b9fdc496e52ac60f2c810c959fbf52eb 100644
--- a/hub_module/modules/image/super_resolution/dcscn/README.md
+++ b/hub_module/modules/image/super_resolution/dcscn/README.md
@@ -59,7 +59,7 @@ def save_inference_model(self,
 import cv2
 import paddlehub as hub
 
-sr_model = hub.Module('dcscn')
+sr_model = hub.Module(name='dcscn')
 im = cv2.imread('/PATH/TO/IMAGE').astype('float32')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = sr_model.reconstruct(images=[im], visualization=True)
diff --git a/hub_module/modules/image/super_resolution/falsr_a/README.md b/hub_module/modules/image/super_resolution/falsr_a/README.md
index 9cd4bf2f7b9f11731bb6e049ec62341a65fba728..2981753ca3512962fc3a05c60df8ef2203e78323 100644
--- a/hub_module/modules/image/super_resolution/falsr_a/README.md
+++ b/hub_module/modules/image/super_resolution/falsr_a/README.md
@@ -59,7 +59,7 @@ def save_inference_model(self,
 import cv2
 import paddlehub as hub
 
-sr_model = hub.Module('falsr_a')
+sr_model = hub.Module(name='falsr_a')
 im = cv2.imread('/PATH/TO/IMAGE').astype('float32')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = sr_model.reconstruct(images=[im], visualization=True)
diff --git a/hub_module/modules/image/super_resolution/falsr_b/README.md b/hub_module/modules/image/super_resolution/falsr_b/README.md
index c66d25e0dd5cab44b32115edb55d61441026d625..f54f159d57e81c98d3d503da9bc68afd877ee796 100644
--- a/hub_module/modules/image/super_resolution/falsr_b/README.md
+++ b/hub_module/modules/image/super_resolution/falsr_b/README.md
@@ -59,7 +59,7 @@ def save_inference_model(self,
 import cv2
 import paddlehub as hub
 
-sr_model = hub.Module('falsr_b')
+sr_model = hub.Module(name='falsr_b')
 im = cv2.imread('/PATH/TO/IMAGE').astype('float32')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = sr_model.reconstruct(images=[im], visualization=True)
diff --git a/hub_module/modules/image/super_resolution/falsr_c/README.md b/hub_module/modules/image/super_resolution/falsr_c/README.md
index 41a5a3dd3b19231acd77364c55b720f7eebb1d7e..c61b2ed416991f4bf70e12070b2499bef1af2bba 100644
--- a/hub_module/modules/image/super_resolution/falsr_c/README.md
+++ b/hub_module/modules/image/super_resolution/falsr_c/README.md
@@ -59,7 +59,7 @@ def save_inference_model(self,
 import cv2
 import paddlehub as hub
 
-sr_model = hub.Module('falsr_c')
+sr_model = hub.Module(name='falsr_c')
 im = cv2.imread('/PATH/TO/IMAGE').astype('float32')
 #visualization=True可以用于查看超分图片效果，可设置为False提升运行速度。
 res = sr_model.reconstruct(images=[im], visualization=True)
diff --git a/hub_module/modules/image/super_resolution/realsr/README.md b/hub_module/modules/image/super_resolution/realsr/README.md
index 9e854f421e783563233e11e5ea33b6cc85080b52..3002e5b9fd7ad339b2bccb49cd1d6beb96257d5f 100644
--- a/hub_module/modules/image/super_resolution/realsr/README.md
+++ b/hub_module/modules/image/super_resolution/realsr/README.md
@@ -57,7 +57,7 @@ def run_video(self, video):
 ```python
 import paddlehub as hub
 
-model = hub.Module('realsr')
+model = hub.Module(name='realsr')
 model.predict('/PATH/TO/IMAGE/OR/VIDEO')
 ```