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SemanticSegmentationTask: fix ignore_index weighting #1331

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May 14, 2023
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SemanticSegmentationTask: fix ignore_index weighting #1331

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SemanticSegmentationTask: fix ignore_index weighting
adamjstewart May 12, 2023
cf658bc
weighted -> micro
adamjstewart May 12, 2023
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2 changes: 2 additions & 0 deletions torchgeo/trainers/segmentation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -176,10 +176,12 @@ class and used with 'ce' loss
num_classes=self.hyperparams["num_classes"],
ignore_index=self.ignore_index,
mdmc_average="global",
average="micro",
),
MulticlassJaccardIndex(
num_classes=self.hyperparams["num_classes"],
ignore_index=self.ignore_index,
average="micro",
),
],
prefix="train_",
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