VGG

Model

00 input

01 conv                           3x3/1,64        64x224x224
02 activation       relu                          64x224x224
03 pool             max           2x2/2           64x112x112
04 conv                           3x3/1,128       128x112x112
05 activation       relu          2x2/2           128x112x112
06 pool             max           2x2/2           128x56x56

07 conv                           3x3/1,256       256x56x56
08 activation       relu                          256x56x56
09 conv                           3x3/1,256       256x56x56
10 activation       relu                          256x56x56
11 pool             max           2x2/2           256x28x28

12 conv                           3x3/1,512       512x28x28
13 activation       relu                          512x28x28
14 conv                           3x3/1,512       512x28x28
15 activation       relu                          512x28x28
16 pool             max           2x2/2           512x14x14

17 conv                           3x3/1,512       512x14x14
18 activation       relu                          512x14x14
19 conv                           3x3/1,512       512x14x14
20 activation       relu                          512x14x14
21 pool             max           2x2/2           512x7x7

22 flatten                                        25088
23 fc                             4096            4096
24 activation       relu                          4096
25 dropout                                        4096
26 fc                             4096            4096
27 activation       relu                          4096
28 dropout                                        4096

29 fc                             2               2
30 softmax