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Lecture 22: Image Processing (40)
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Another way to improve convolution runtime is to use dilated convolutions, which add an additional parameter to the 2D kernel called the dilation rate (the space between each pixel in the filter).

https://www.saama.com/blog/different-kinds-convolutional-filters/

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