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Speed up segmentation metrics calculation #556

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ioangatop opened this issue Jul 3, 2024 · 1 comment · May be fixed by #571
Open

Speed up segmentation metrics calculation #556

ioangatop opened this issue Jul 3, 2024 · 1 comment · May be fixed by #571
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vision Changes regarding the vision part of the library

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ioangatop commented Jul 3, 2024 •
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Currently we utilise classification metrics for segmentation tasks; however, torchmetrics do provide segmentation metrics specialized for segmentation, like generalized_dice and mean_iou

We will have to investigate them in terms of scores and speed
@ioangatop ioangatop added the vision Changes regarding the vision part of the library label Jul 3, 2024
@ioangatop ioangatop self-assigned this Jul 3, 2024
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some more metrics here: https://github.com/vqdang/hover_net/blob/67e2ce5e3f1a64a2ece77ad1c24233653a9e0901/metrics/stats_utils.py#L323

@ioangatop ioangatop linked a pull request Jul 17, 2024 that will close this issue
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@ioangatop ioangatop linked a pull request Jul 17, 2024 that will close this issue
Update segmentation metrics #571
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