1 Image Input 2848 × 4288 × 3 images | 13 Max Pooling 2 × 2 max pooling |
2 Convolution 64 3 × 3 convolutions | 14 Transposed Convolution 64 4 × 4 |
3 ReLU | 15 ReLU |
4 Max Pooling 2 × 2 max pooling | 16 Transposed Convolution 64 4 × 4 |
5 Convolution 64 3 × 3 convolutions | 17 ReLU |
6 ReLU | 18 Transposed Convolution 64 4 × 4 |
7 Max Pooling 2 × 2 max pooling | 19 ReLU |
8 Convolution 64 3 × 3 convolutions | 20 Transposed Convolution 64 4 × 4 |
9 ReLU | 21 ReLU |
10 Max Pooling 2 × 2 max pooling | 22 Convolution 5 1 × 1 convolutions |
11 Convolution 64 3 × 3 convolutions | 23 Softmax |
12 ReLU | 24 Pixel Classification (loss function) |