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Try as classification problem, instead of regression #33

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jacobbieker opened this issue Jul 1, 2021 · 1 comment
Open

Try as classification problem, instead of regression #33

jacobbieker opened this issue Jul 1, 2021 · 1 comment
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jacobbieker commented Jul 1, 2021 •
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Classify each pixel as the output for if there is a cloud, or type of cloud with the #3 instead of regression. Attempting to predict all 12 spectral channels as the next images is probably too complicated and not as useful as just predicting the cloud masks, which is more suited to trying as a classification of each pixel vs the spectral channels.
@jacobbieker jacobbieker added the enhancement New feature or request label Jul 1, 2021
@jacobbieker jacobbieker self-assigned this Jul 1, 2021
@jacobbieker jacobbieker mentioned this issue Jul 2, 2021
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#38 tries this out with cross entropy loss for segmentation masks.

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