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CoordConv and spatial resolution #82

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mpelchat04 opened this issue Jun 12, 2019 · 1 comment
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CoordConv and spatial resolution #82

mpelchat04 opened this issue Jun 12, 2019 · 1 comment
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CoordConv works by giving convolution access to its own input coordinates through the use of extra coordinate channels Liu et al., 2018.

With remote sensing imagery, we also have access to the spatial resolution of the raster, which could be included as an input layer. Including prior knowledge into the model should improve generalization when training on multiple spatial resolution datasets.

@mpelchat04 mpelchat04 added this to the V1.1 milestone Jun 12, 2019
@mpelchat04 mpelchat04 added the P1 High priority label Jun 12, 2019
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Closed in #109

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