Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

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The architecture of the asymmetric convolution module (ACM).

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The asymmetric convolution operation. a The operation of 1 × 3

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Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

Overview of asymmetric convolution block (ACB). An ACB with 3×3, 3×1

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