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Average overlapping predictions in patch-based inference #673

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fepegar opened this issue Feb 28, 2022 · 0 comments
Open

Average overlapping predictions in patch-based inference #673

fepegar opened this issue Feb 28, 2022 · 0 comments
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@fepegar
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fepegar commented Feb 28, 2022

There are some quantitative differences in inference depending on whether RadIO or TorchIO are used:

I suspect that the little differences might happen because overlapping patches are cropped by default in TorchIO, while they seem to be averaged in RadIO. TorchIO's aggregator has an averaging mode, so I'll modify the settings in this repo (after updating the TorchIO version) and see if that gets us the exact same results.

AB#5101

@fepegar fepegar self-assigned this Feb 28, 2022
@ant0nsc ant0nsc removed this from InnerEye-OSS May 16, 2022
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