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added class_weights for cross entropy loss to segmentation.py #1221

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merged 9 commits into from
Apr 25, 2023
Merged

added class_weights for cross entropy loss to segmentation.py #1221

merged 9 commits into from
Apr 25, 2023

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nsutezo
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@nsutezo nsutezo commented Apr 5, 2023

Adding ability to pass in class weights into cross entropy loss.

@github-actions github-actions bot added the trainers PyTorch Lightning trainers label Apr 5, 2023
calebrob6
calebrob6 previously approved these changes Apr 5, 2023
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adamjstewart
adamjstewart reviewed Apr 5, 2023
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Should we also add this to the classification and detection trainers as well?

torchgeo/trainers/segmentation.py Show resolved Hide resolved
@adamjstewart adamjstewart added this to the 0.5.0 milestone Apr 5, 2023
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LGTM. Only remaining question is if we want to do this for classification/detection trainers too or save that for a different PR?

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Different PR

adamjstewart
adamjstewart requested changes Apr 10, 2023
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@adamjstewart adamjstewart merged commit 8a2e9b4 into microsoft:main Apr 25, 2023
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Thanks for the PR!

@adamjstewart adamjstewart mentioned this pull request Apr 25, 2023
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@adamjstewart adamjstewart mentioned this pull request Sep 28, 2023
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@nsutezo @calebrob6 @adamjstewart