Francesco commited on
Commit
f0db7bc
1 Parent(s): 5738279

commit files to HF hub

Browse files
Files changed (1) hide show
  1. README.md +33 -0
README.md ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # vgg11
2
+ Implementation of VGG proposed in [Very Deep Convolutional Networks For
3
+ Large-Scale Image Recognition](https://arxiv.org/pdf/1409.1556.pdf)
4
+
5
+ ``` python
6
+ VGG.vgg11()
7
+ VGG.vgg13()
8
+ VGG.vgg16()
9
+ VGG.vgg19()
10
+ VGG.vgg11_bn()
11
+ VGG.vgg13_bn()
12
+ VGG.vgg16_bn()
13
+ VGG.vgg19_bn()
14
+ ```
15
+
16
+ Please be aware that the [bn]{.title-ref} models uses BatchNorm but
17
+ they are very old and people back then don\'t know the bias is
18
+ superfluous in a conv followed by a batchnorm.
19
+
20
+ Examples:
21
+
22
+ ``` python
23
+ # change activation
24
+ VGG.vgg11(activation = nn.SELU)
25
+ # change number of classes (default is 1000 )
26
+ VGG.vgg11(n_classes=100)
27
+ # pass a different block
28
+ from nn.models.classification.senet import SENetBasicBlock
29
+ VGG.vgg11(block=SENetBasicBlock)
30
+ # store the features tensor after every block
31
+ ```
32
+
33
+