1	Image Input	37	Batch Normalization + ReLU	72	Conv 256 3 × 3 filters
2	Conv 64 7 × 7 filters	39	Conv 256 3 × 3 filters	73	Batch Normalization + ReLU
3	Batch Norm + ReLU + maxPool [3 × 3]	40	Batch Normalization + Residue addition + ReLU	75	Conv 256 3 × 3 filters
6	Conv 64 3 × 3 filters	43	Conv 256 1 × 1 filters	76	Batch Normalization + ReLU
7	Batch Normalization + ReLU	44	Batch Normalization	78	Conv 256 3 × 3 filters
9	Conv 64 3 × 3 filters	45	Conv 256 3 × 3 filters	79	Batch Normalization + ReLU
10	Batch Norm + Res add + ReLU	46	Batch Normalization + ReLU	81	Conv 256 1 × 1 filters
13	Conv 64 3 × 3 filters	48	Conv 256 3 × 3 filters	82	Batch Normalization + ReLU
14	Batch Norm + ReLU	49	Batch Normalization + Residue addition + ReLU	84	Transposed Conv 256 8 × 8 filters
16	Conv 64 3 × 3 filters	52	Conv 512 3 × 3 filters	85	Crop 2D
17	Batch Norm + Res add + ReLU	53	Batch Normalization + ReLU	86	Conv 48 1 × 1 filters
20	Conv 128 3 × 3 filters	55	Conv 512 3 × 3 filters	87	Batch Normalization + ReLU
21	Batch Norm + ReLU	56	Batch Norm + addition + ReLU	89	Depth concatenation
23	Conv 128 3 × 3 filters	59	Conv 512 1 × 1 filters	90	Conv 256 3 × 3 filters
24	Batch Norm + Res add + ReLU	60	Batch Normalization	91	Batch Normalization + ReLU
27	Conv 128 1 × 1 filters	61	Conv 512 3 × 3 filters	93	Conv 256 3 × 3 filters
28	Batch Normalization	62	Batch Normalization + ReLU	94	Batch Normalization + ReLU
29	Conv 128 3 × 3 filters	64	Conv 512 3 × 3 filters	96	Conv 5 1 × 1 filters
30	Batch Norm + ReLU	65	Batch Norm. + addition + ReLU	97	Transposed Convolution 5 8 × 8 filters
32	Conv 128 3 × 3 filters	68	Depth concatenation	98	Crop 2D
33	Batch Norm + Res add + ReLU	69	Conv 256 1 × 1 filters	99	Softmax
36	Conv 256 3 × 3 filters	70	Batch Normalization + ReLU	100	Pixel Classification