otx.core.data.noisy_label_detection

Module for noisy label detection features.

Classes

LossDynamicsTracker()	Class to track loss dynamics and export it to Datumaro format.
LossDynamicsTrackingMixin(**kwargs)	Mix-in to track loss dynamics during training.

class otx.core.data.noisy_label_detection.LossDynamicsTracker

Bases: object

Class to track loss dynamics and export it to Datumaro format.

accumulate(outputs, iter) → None

Accumulate training loss dynamics for each training step.

export(output_path: str) → None

Export loss dynamics statistics to Datumaro format.

init_with_otx_dataset(otx_dataset: DatasetEntity) → None

DatasetEntity should be injected to the tracker for the initialization.

class otx.core.data.noisy_label_detection.LossDynamicsTrackingMixin(**kwargs)

Bases: object

Mix-in to track loss dynamics during training.

property loss_dyns_tracker: LossDynamicsTracker

Get tracker.