lazyslide_models.segmentation.GrandQCArtifact

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lazyslide_models.segmentation.GrandQCArtifact#

class GrandQCArtifact(variant='7x')#

Bases: SegmentationModel

grandqc-artifact GitHub Paper Params: 6.3M CC-BY-NC-SA-4.0 [Weng et al., 2024] Artifact segmentation model from GrandQC

The output classes are:

  • 0: Unannotated (unlabeled regions in the training dataset)

  • 1: Normal Tissue

  • 2: Fold

  • 3: Darkspot & Foreign Object

  • 4: PenMarking

  • 5: Edge & Air Bubble

  • 6: Out of Focus

  • 7: Background (explicitly annotated background tissue)

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