update 1.0.3

README.md

@@ -10,7 +10,7 @@ A PaddlePaddle version image model zoo.
 * Install by pip：
 
     ```shell
-    $ pip install ppim==1.0.1 -i https://pypi.python.org/pypi 
+    $ pip install ppim==1.0.3 -i https://pypi.python.org/pypi 
     ```
 * Install by wheel package：[【Releases Packages】](https://github.com/AgentMaker/Paddle-Image-Models/releases)
 

ppim/models/rednet.py

@@ -28,12 +28,12 @@
 }
 
 
-class involution(nn.Layer):
+class Involution(nn.Layer):
     def __init__(self,
                  channels,
                  kernel_size,
                  stride):
-        super(involution, self).__init__()
+        super(Involution, self).__init__()
         self.kernel_size = kernel_size
         self.stride = stride
         self.channels = channels
@@ -88,7 +88,7 @@ def __init__(self,
         super(BottleneckBlock, self).__init__(inplanes, planes, stride,
                                               downsample, groups, base_width, dilation, norm_layer)
         width = int(planes * (base_width / 64.)) * groups
-        self.conv2 = involution(width, 7, stride)
+        self.conv2 = Involution(width, 7, stride)
 
 
 class RedNet(resnet.ResNet):
@@ -122,7 +122,7 @@ def __init__(self, block, depth, num_classes=1000, with_pool=True):
                 ('bn', nn.BatchNorm2D(self.inplanes // 2)),
                 ('activate', nn.ReLU())
             ),
-            involution(self.inplanes // 2, 3, 1),
+            Involution(self.inplanes // 2, 3, 1),
             nn.BatchNorm2D(self.inplanes // 2),
             nn.ReLU(),
             nn.Sequential(

setup.py

@@ -1,7 +1,7 @@
 from setuptools import setup
 setup(
     name='ppim',
-    version='1.0.1',
+    version='1.0.3',
     author='jm12138',
     author_email='2286040843@qq.com',
     packages=['ppim', 'ppim.models', 'ppim.units'],