Layer  Feature Map  Size  Kernel Size  Stride  Activation
Input  Image  1  224 × 224 × 3  -  -  -
1  2 × Convolution  64  224 × 224 × 64  3 × 3  1  Relu 1
Max Pooling  64  112 × 112 × 64  3 × 3  2  Relu
3  2 × Convolution  128  112 × 112 × 128  3 × 3  1  Relu
Max Pooling  128  56 × 56 × 128  3 × 3  2  Relu
5  2 × Convolution  256  56 × 56 × 256  3 × 3  1  Relu
Max Pooling  256  28 × 28 × 256  3 × 3  2  Relu
7  3 × Convolution  512  28 × 28 × 512  3 × 3  1  Relu
Max Pooling  512  14 × 14 × 512  3 × 3  2  Relu
10  3 × Convolution  512  14 × 14 × 512  3 × 3  1  Relu
Max Pooling Operator  512  7 × 7 × 512  3 × 3  2  Relu
13  FC 2  -  25,088  -  -  Relu
14  FC  -  4096  -  -  Relu
15  FC  -  4096  -  -  Relu
Output  FC  -  1000  -  -  Softmax