monailabel.tasks.scoring.epistemic module

class monailabel.tasks.scoring.epistemic.EpistemicScoring(model, network=None, transforms=None, roi_size=(128, 128, 64), num_samples=10, load_strict=False)[source]

Bases: monailabel.interfaces.tasks.scoring.ScoringMethod

First version of Epistemic computation used as active learning strategy

entropy_3d_volume(vol_input)[source]
infer_seg(data, model, roi_size, sw_batch_size)[source]

previous

monailabel.tasks.scoring.dice module

next

monailabel.tasks.scoring.epistemic_v2 module