no need to be argmaex
Browse files
dronescapes_reader/dronescapes_representations.py
CHANGED
@@ -68,6 +68,9 @@ class SemanticRepresentation(NpzRepresentation):
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@overrides
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def load_from_disk(self, path: Path) -> tr.Tensor:
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res = super().load_from_disk(path)
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assert len(res.shape) == 2, f"Only argmaxed data supported, got: {res.shape}"
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res = F.one_hot(res.long(), num_classes=self.n_classes).float()
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return res
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@overrides
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def load_from_disk(self, path: Path) -> tr.Tensor:
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res = super().load_from_disk(path)
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+
if len(res.shape) == 3:
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assert res.shape[-1] == self.n_classes, f"Expected {self.n_classes} (HxWxC), got {res.shape[-1]}"
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res = res.argmax(-1)
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assert len(res.shape) == 2, f"Only argmaxed data supported, got: {res.shape}"
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res = F.one_hot(res.long(), num_classes=self.n_classes).float()
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return res
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