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Update README.md
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vdumoulin authored and fvisin committed Jan 11, 2018
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41 changes: 29 additions & 12 deletions README.md
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Expand Up @@ -4,6 +4,8 @@ A technical report on convolution arithmetic in the context of deep learning.

## Convolution animations

_N.B.: Blue maps are inputs, and cyan maps are outputs._

<table style="width:100%">
<tr>
<td><img src="gif/no_padding_no_strides.gif"></td>
Expand All @@ -17,18 +19,6 @@ A technical report on convolution arithmetic in the context of deep learning.
<td>Half padding, no strides</td>
<td>Full padding, no strides</td>
</tr>
<tr>
<td><img src="gif/no_padding_no_strides_transposed.gif"></td>
<td><img src="gif/arbitrary_padding_no_strides_transposed.gif"></td>
<td><img src="gif/same_padding_no_strides_transposed.gif"></td>
<td><img src="gif/full_padding_no_strides_transposed.gif"></td>
</tr>
<tr>
<td>No padding, no strides, transposed</td>
<td>Arbitrary padding, no strides, transposed</td>
<td>Half padding, no strides, transposed</td>
<td>Full padding, no strides, transposed</td>
</tr>
<tr>
<td><img src="gif/no_padding_strides.gif"></td>
<td><img src="gif/padding_strides.gif"></td>
Expand All @@ -41,6 +31,25 @@ A technical report on convolution arithmetic in the context of deep learning.
<td>Padding, strides (odd)</td>
<td></td>
</tr>
</table>

## Transposed convolution animations

_N.B.: Blue maps are inputs, and cyan maps are outputs._

<table style="width:100%">
<tr>
<td><img src="gif/no_padding_no_strides_transposed.gif"></td>
<td><img src="gif/arbitrary_padding_no_strides_transposed.gif"></td>
<td><img src="gif/same_padding_no_strides_transposed.gif"></td>
<td><img src="gif/full_padding_no_strides_transposed.gif"></td>
</tr>
<tr>
<td>No padding, no strides, transposed</td>
<td>Arbitrary padding, no strides, transposed</td>
<td>Half padding, no strides, transposed</td>
<td>Full padding, no strides, transposed</td>
</tr>
<tr>
<td><img src="gif/no_padding_strides_transposed.gif"></td>
<td><img src="gif/padding_strides_transposed.gif"></td>
Expand All @@ -53,6 +62,14 @@ A technical report on convolution arithmetic in the context of deep learning.
<td>Padding, strides, transposed (odd)</td>
<td></td>
</tr>
</table>

## Dilated convolution animations

_N.B.: Blue maps are inputs, and cyan maps are outputs._


<table style="width:100%">
<tr>
<td><img src="gif/dilation.gif"></td>
<td></td>
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