Type

Configuration

Input

110 × 32 × 1 gray-scale image

DO-Conv, ReLU

filters: 64, k: 3 × 3, s: 1 × 1, p: 1

Max pooling

k: 2 × 2, s: 2 × 2

DO-Conv, ReLU

filters: 128, k: 3 × 3, s: 1 × 1, p: 1

Max pooling

k: 2 × 2, s: 2 × 2

DO-Conv, BatchNorm, ReLU

filters: 256, k: 3 × 3, s: 1 × 1, p: 1

DO-Conv, ReLU

filters: 256, k: 3 × 3, , s: 1 × 1, p: 1

Max pooling

k: 2 × 2, s: 2 × 2

DO-Conv, BatchNorm, ReLU

filters: 512, k: 3 × 3, s: 1 × 1, p: 1

DO-Conv, ReLU

filters: 512, k: 3 × 3, s: 1 × 1, p: 1

Max pooling

k: 2 × 2, s: 2 × 2

DO-Conv, BatchNorm, ReLU

filters: 512, k: 3 × 3, s: 1 × 1, p: 0