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)