自由Man

一图看懂 Deep Learning各种卷积

来源: https://github.com/vdumoulin/conv_arithmetic


Convolution animations

N.B.: Blue maps are inputs, and cyan maps are outputs.

No padding, no stridesArbitrary padding, no stridesHalf padding, no stridesFull padding, no strides

No padding, stridesPadding, stridesPadding, strides (odd)

Transposed convolution animations

N.B.: Blue maps are inputs, and cyan maps are outputs.

No padding, no strides, transposedArbitrary padding, no strides, transposedHalf padding, no strides, transposedFull padding, no strides, transposed

No padding, strides, transposedPadding, strides, transposedPadding, strides, transposed (odd)

Dilated convolution animations

N.B.: Blue maps are inputs, and cyan maps are outputs.

No padding, no stride, dilation

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