fiftyone.utils.eval.segmentation.SimpleEvaluation

Method

evaluate_samples

Evaluates the predicted segmentation masks in the given samples with respect to the specified ground truth masks.

Inherited from SegmentationEvaluation:

Method	cleanup	Cleans up the results of the run with the given key from the collection.
Method	get_fields	Gets the fields that were involved in the given run.
Method	register_samples	Registers the collection on which evaluation will be performed.
Method	rename	Performs any necessary operations required to rename this run's key.
Method	_validate_run	Subclass-specific validation when a run with the given key already exists.

Inherited from BaseEvaluationMethod (via SegmentationEvaluation):

Method	cleanup_custom_metrics	Undocumented
Method	compute_custom_metrics	Undocumented
Method	get_custom_metric_fields	Undocumented
Method	rename_custom_metrics	Undocumented
Method	_get_custom_metrics	Undocumented

Inherited from EvaluationMethod (via SegmentationEvaluation, BaseEvaluationMethod):

Class Method	run_info_cls	The BaseRunInfo class associated with this class.
Class Method	_patch_function	A function that can patch any ReferenceField issues with a dataset's runs.
Class Method	_results_cache_field	The fiftyone.core.dataset.Dataset field that stores the results cache for these runs.
Class Method	_run_str	A string to use when referring to these runs in log messages.
Class Method	_runs_field	The fiftyone.core.odm.dataset.DatasetDocument field in which these runs are stored.

Inherited from BaseRun (via SegmentationEvaluation, BaseEvaluationMethod, EvaluationMethod):

Class Method	delete_run	Deletes the results associated with the given run key from the collection.
Class Method	delete_runs	Deletes all runs from the collection.
Class Method	get_run_info	Gets the BaseRunInfo for the given key on the collection.
Class Method	has_cached_run_results	Determines whether BaseRunResults for the given key are cached on the collection.
Class Method	list_runs	Returns the list of run keys on the given collection.
Class Method	load_run_results	Loads the BaseRunResults for the given key on the collection.
Class Method	load_run_view	Loads the fiftyone.core.view.DatasetView on which the specified run was performed.
Class Method	save_run_info	Saves the run information on the collection.
Class Method	save_run_results	Saves the run results on the collection.
Class Method	update_run_config	Updates the BaseRunConfig for the given run on the collection.
Class Method	update_run_key	Replaces the key for the given run with a new key.
Method	ensure_requirements	Ensures that any necessary packages to execute this run are installed.
Method	ensure_usage_requirements	Ensures that any necessary packages to use existing results for this run are installed.
Method	register_run	Registers a run of this method under the given key on the given collection.
Method	validate_run	Validates that the collection can accept this run.
Class Method	_get_run_doc	Undocumented
Class Method	_get_run_docs	Undocumented
Class Method	_get_run_fields	Undocumented
Method	_validate_fields_match	Undocumented

Inherited from Configurable (via SegmentationEvaluation, BaseEvaluationMethod, EvaluationMethod, BaseRun):

Method	__init__	Undocumented
Instance Variable	config	Undocumented