pyVHR.datasets package¶

Submodules¶

pyVHR.datasets.cohface module¶

class pyVHR.datasets.cohface.COHFACE(videodataDIR=None, BVPdataDIR=None)¶

Cohface Dataset

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.dataset module¶

class pyVHR.datasets.dataset.Dataset(videodataDIR=None, BVPdataDIR=None)¶

This is the abstract class used for creating a new Dataset Class.

getSigFilename(videoIdx=0)¶: Get Signal file name given the progressive index.

getVideoFilename(videoIdx=0)¶: Get video file name given the progressive index.

loadFilenames()¶: Load dataset file names: define vars videoFilenames and BVPFilenames.

abstract readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.dataset.datasetFactory(datasetName, videodataDIR, BVPdataDIR, path=None)¶

This method is used for creating a new istance of a dataset Class (that innherit pyVHR.datasets.dataset.Dataset ).

Parameters

datasetName (str) – name of the dataset Class.
videodataDIR (str) – path of the video data directory.
BVPdataDIR (str) – path of the ground truth BVP data directory.

pyVHR.datasets.lgi_ppgi module¶

class pyVHR.datasets.lgi_ppgi.LGI_PPGI(videodataDIR=None, BVPdataDIR=None)¶

LGI-PPGI Dataset

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.mahnob module¶

class pyVHR.datasets.mahnob.MAHNOB(videodataDIR=None, BVPdataDIR=None)¶

Mahnob Dataset

readSigfile(filename)¶

Load ECG signal.

Returns: a pyVHR.utils.ecg.ECGsignal object that can be used to extract ground truth BPM signal.

pyVHR.datasets.pure module¶

class pyVHR.datasets.pure.PURE(videodataDIR=None, BVPdataDIR=None)¶

PURE Dataset

loadFilenames()¶: Load dataset file names and directories of frames: define vars videoFilenames and BVPFilenames

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.sample module¶

class pyVHR.datasets.sample.SAMPLE(videodataDIR=None, BVPdataDIR=None)¶

Sample Dataset

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.ubfc1 module¶

class pyVHR.datasets.ubfc1.UBFC1(videodataDIR=None, BVPdataDIR=None)¶

UBFC1 Dataset

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

pyVHR.datasets.ubfc2 module¶

class pyVHR.datasets.ubfc2.UBFC2(videodataDIR=None, BVPdataDIR=None)¶

UBFC2 Dataset

readSigfile(filename)¶

Load signal from file.

Returns: a pyVHR.BPM.BPM.BVPsignal object that can be used to extract BPM signal from ground truth BVP signal.

..Module contents ..————— .. .. automodule:: pyVHR.datasets .. :members: .. :undoc-members: .. :show-inheritance:

pyVHR.analysis package pyVHR.extraction package