# conv_arithmetic **Repository Path**: moisturelee/conv_arithmetic ## Basic Information - **Project Name**: conv_arithmetic - **Description**: No description available - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2024-07-19 - **Last Updated**: 2024-07-19 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README ## 卷积各种算法图示 * \[1\] Vincent Dumoulin, Francesco Visin - [A guide to convolution arithmetic for deep learning](https://arxiv.org/abs/1603.07285) ([BibTeX](https://gist.github.com/fvisin/165ca9935392fa9600a6c94664a01214)) ### :page_with_curl: Convolution animations _N.B.: Blue maps are inputs, and cyan maps are outputs._
No padding, no strides Arbitrary padding, no strides Half padding, no strides Full padding, no strides
No padding, strides Padding, strides Padding, strides (odd)
## Transposed convolution animations _N.B.: Blue maps are inputs, and cyan maps are outputs._
No padding, no strides, transposed Arbitrary padding, no strides, transposed Half padding, no strides, transposed Full padding, no strides, transposed
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._
No padding, no stride, dilation
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