卷积神经网络padding和strides图示

Convolution animations

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

img img img img
No padding, no strides Arbitrary padding, no strides Half padding, no strides Full padding, no strides
img img img
No padding, strides Padding, strides Padding, strides (odd)

Transposed convolution animations

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

img img img img
No padding, no strides, transposed Arbitrary padding, no strides, transposed Half padding, no strides, transposed Full padding, no strides, transposed
img img img
No padding, strides, transposed Padding, strides, transposed Padding, strides, transposed (odd)

Dilated convolution animations

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

img
No padding, no stride, dilation

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转载自www.cnblogs.com/toooney/p/10816839.html