AnomalyDetectionFilter

class pyCGM2.Anomaly.anomalyFilters.AnomalyDetectionFilter(acq: btkAcquisition, filename: str, procedure: AnomalyDetectionProcedure, **kwargs)

Anomaly detector filter.

This filter interfaces with an anomaly detection procedure to identify anomalies in biomechanical data.

Parameters:

• acq (btk.btkAcquisition) – A BTK acquisition instance containing biomechanical data.

• filename (str) – The name of the file associated with the BTK acquisition data.

• procedure (AnomalyDetectionProcedure) – An instance of a subclass of AnomalyDetectionProcedure used to detect anomalies.

Kwargs:

frameRange (List[int]): A list specifying the range of frames to analyze.

The list should contain two elements: the start frame and the end frame.

__init__(acq: btkAcquisition, filename: str, procedure: AnomalyDetectionProcedure, **kwargs)

Initializes the AnomalyDetectionFilter with the given acquisition data, file name, and procedure.

Methods

__init__(acq, filename, procedure, **kwargs)	Initializes the AnomalyDetectionFilter with the given acquisition data, file name, and procedure.
run()	Executes the anomaly detection filter.

run()

Executes the anomaly detection filter.

Runs the specified anomaly detection procedure on the acquisition data and returns the detected anomalies.

Returns:

dict – The detected anomalies as returned by the anomaly detection procedure.