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updated post-processing: added sam auto-segmentation method #12

Merged
merged 8 commits into from
Aug 12, 2024
Merged

updated post-processing: added sam auto-segmentation method #12

merged 8 commits into from
Aug 12, 2024

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mese79
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@mese79 mese79 commented Aug 5, 2024

Added a new method for post-processing:

  • Using SamAutomaticMaskGenerator class to generate all instances by SAM
  • For each connected component in the prediction mask, this tries to find a match in SAM's masks
  • Matching happens by calculating IOU and then applying a threshold
  • If more than one match were found, the one with minimum area will be selected.
  • IOU threshold can be set by user (default is 0.45).

@mese79 mese79 merged commit 4255d84 into main Aug 12, 2024
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@mese79 mese79 deleted the ms/feat/postprocess_sam_autoseg branch September 9, 2024 11:11
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@veegalinova veegalinova veegalinova approved these changes

@jdeschamps jdeschamps Awaiting requested review from jdeschamps

@melisande-c melisande-c Awaiting requested review from melisande-c

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@mese79 @veegalinova