Image Property Issue Manager

Functions:

compute_scores(index, dataset, to_compute, ...)	rtype: Dict[str, Union[str, int, float]]
compute_scores_wrapper(args)	rtype: Dict[str, Union[str, int, float]]

Classes:

ImagePropertyIssueManager()

cleanvision.issue_managers.image_property_issue_manager.compute_scores(index, dataset, to_compute, image_properties)

Return type:

Dict[str, Union[str, int, float]]

cleanvision.issue_managers.image_property_issue_manager.compute_scores_wrapper(args)

Return type:

Dict[str, Union[str, int, float]]

class cleanvision.issue_managers.image_property_issue_manager.ImagePropertyIssueManager

Bases: IssueManager

Attributes:

issue_name
visualization

Methods:

get_default_params()	Returns default params to be used by the issue_manager
update_params(params)	Sets params for an issue manager.
find_issues(*[, params, dataset, ...])	Finds occurrences of this particular issue in the dataset.
update_issues(agg_computations, issue_types)	Updates self.issues with score and is_issue columns
update_info(agg_computations)	Updates self.info using computed properties
update_summary()	rtype: None
check_params(**kwargs)	rtype: None

issue_name: str = 'image_property'

visualization: str = 'individual_images'

issue_types: List[str]

get_default_params()

Returns default params to be used by the issue_manager

Return type:

Dict[str, Any]

update_params(params)

Sets params for an issue manager. Default params will be overridden by user provided params

Return type:

None

find_issues(*, params=None, dataset=None, imagelab_info=None, n_jobs=None, **kwargs)

Finds occurrences of this particular issue in the dataset.

Return type:

None

update_issues(agg_computations, issue_types)

Updates self.issues with score and is_issue columns

Parameters:

• agg_computations (pd.DataFrame) – This dataframe contains all computed properties like blurriness, brightness as columns for each image that are required for computing issue scores.

• issue_types (List[str]) – List of issue types for which to update self.issues

Return type:

None

update_info(agg_computations)

Updates self.info using computed properties

Parameters:

agg_computations (pd.DataFrame) – This dataframe contains all computed properties like blurriness, brightness as columns for each image that are required for computing issue scores.

Return type:

None

update_summary()

Return type:

None

static check_params(**kwargs)

Return type:

None

info: Dict[str, Dict[str, Any]]

issues: DataFrame

summary: DataFrame