卷积算法动画演示

2021-01-17 10:14

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https://github.com/vdumoulin/conv_arithmetic

  • [1] Vincent Dumoulin, Francesco Visin - A guide to convolution arithmetic for deep learning (BibTeX)

Convolution animations卷积

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

 

 

技术图片 技术图片 技术图片 技术图片
No padding, no strides Arbitrary padding, no strides Half padding, no strides Full padding, no strides
技术图片 技术图片 技术图片  
No padding, strides Padding, strides Padding, strides (odd)

 

Transposed convolution animations转置卷积

 

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

技术图片 技术图片 技术图片 技术图片
No padding, no strides, transposed Arbitrary padding, no strides, transposed Half padding, no strides, transposed Full padding, no strides, transposed
技术图片 技术图片 技术图片  
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.

技术图片
No padding, no stride, dilation

卷积算法动画演示

标签:ons   guid   sed   算法   动画   pen   puts   sam   gis   

原文地址:https://www.cnblogs.com/jiangkejie/p/12919019.html


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