卷积神经网络padding和stride图示

Convolution animations

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

卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示
No padding, no strides Arbitrary padding, no strides Half padding, no strides Full padding, no strides
卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示
No padding, strides Padding, strides Padding, strides (odd)

Transposed convolution animations

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

卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示
No padding, no strides, transposed Arbitrary padding, no strides, transposed Half padding, no strides, transposed Full padding, no strides, transposed
卷积神经网络padding和stride图示 卷积神经网络padding和stride图示 卷积神经网络padding和stride图示
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.

卷积神经网络padding和stride图示
No padding, no stride, dilation
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