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. 2020 Jul 15;11:1082. doi: 10.3389/fpls.2020.01082

Table 3.

Composition of the DICCN model.

Type Patch size/stride Output size
Deep separable convolution 3 × 3/1 224 × 224 × 64
Max-pooling 3 × 3/2 112 × 112 × 64
Deep separable convolution 3 × 3/1 112 × 112 × 64
Max-pooling 3 × 3/2 56 × 56 × 64
Batch normalization 56 × 56 × 64
Inception 56 × 56 × 576
Max-pooling 3 × 3/2 28 × 28 × 576
Inception 28 × 28 × 576
Inception 28 × 28 × 576
Inception 28 × 28 × 576
Inception 28 × 28 × 576
Max-pooling 3 × 3/2 14 × 14 × 576
Inception 14 × 14 × 960
Max-pooling 3 × 3/2 8 × 8 × 960
GAP 960
Softmax 7