Selfie segmentation using MediaPipe. More...

Public Member Functions
	__init__ (self)
	Constructor.

	processGUI (self, inframe, helper)
	Process function with GUI output.

	create_pascal_label_colormapRGBA (self, alpha, tidx)

Public Attributes
	timer

	mp_selfie_segmentation

	selfie_segmentation

	cmapRGBA

Detailed Description

Selfie segmentation using MediaPipe.

Segment out face and upper body and show them on top of an image background, using MediaPipe in Python

This code is derived from sample_selfie_segmentation.py at https://github.com/Kazuhito00/mediapipe-python-sample

Author: Laurent Itti

Videomapping:: JVUI 0 0 30.0 CropScale=RGB24@512x288:YUYV 1920 1080 30.0 JeVois PySelfie

Email:: itti@usc.edu

Address:: University of Southern California, HNB-07A, 3641 Watt Way, Los Angeles, CA 90089-2520, USA

Copyright: Copyright (C) 2022 by Laurent Itti, iLab and the University of Southern California

Main URL:: http://jevois.org

Support URL:: http://jevois.org/doc

Other URL:: http://iLab.usc.edu

License:: GPL v3

Distribution:: Unrestricted

Restrictions:: None

Definition at line 27 of file PySelfie.py.

Constructor & Destructor Documentation

◆ init()

PySelfie.PySelfie.__init__ ( self )

Constructor.

Definition at line 30 of file PySelfie.py.

Member Function Documentation

◆ create_pascal_label_colormapRGBA()

PySelfie.PySelfie.create_pascal_label_colormapRGBA	(	self,
		alpha,
		tidx
	)

Creates a label colormap used in PASCAL VOC segmentation benchmark.
Returns:
A Colormap for visualizing segmentation results.

Definition at line 78 of file PySelfie.py.

◆ processGUI()

PySelfie.PySelfie.processGUI	(	self,
		inframe,
		helper
	)

Process function with GUI output.

Definition at line 48 of file PySelfie.py.

References PyCoralSegment.PyCoralSegment.cmapRGBA, PySelfie.PySelfie.cmapRGBA, PySelfie.PySelfie.selfie_segmentation, AprilTag.AprilTag.timer, FirstPython.FirstPython.timer, PyClassificationDNN.PyClassificationDNN.timer, PyCoralClassify.PyCoralClassify.timer, PyCoralDetect.PyCoralDetect.timer, PyCoralSegment.PyCoralSegment.timer, PyDetectionDNN.PyDetectionDNN.timer, PyDMTX.PyDMTX.timer, PyEmotion.PyEmotion.timer, PyFaceMesh.PyFaceMesh.timer, PyHandDetector.PyHandDetector.timer, PyLicensePlate.PyLicensePlate.timer, PyObjectron.PyObjectron.timer, PyPoseDetector.PyPoseDetector.timer, PySceneText.PySceneText.timer, PySelfie.PySelfie.timer, PythonObject6D.PythonObject6D.timer, PythonOpenCV.PythonOpenCV.timer, PythonParallel.PythonParallel.timer, PythonSandbox.PythonSandbox.timer, and PythonTest.PythonTest.timer.

Member Data Documentation

◆ cmapRGBA

PySelfie.PySelfie.cmapRGBA

Definition at line 44 of file PySelfie.py.

Referenced by PyCoralSegment.PyCoralSegment.processGUI(), and PySelfie.PySelfie.processGUI().

◆ mp_selfie_segmentation

PySelfie.PySelfie.mp_selfie_segmentation

Definition at line 40 of file PySelfie.py.

◆ selfie_segmentation

PySelfie.PySelfie.selfie_segmentation

Definition at line 41 of file PySelfie.py.

Referenced by PySelfie.PySelfie.processGUI().

◆ timer

PySelfie.PySelfie.timer

Definition at line 37 of file PySelfie.py.

Referenced by FirstPython.FirstPython.process(), PyClassificationDNN.PyClassificationDNN.process(), PyCoralClassify.PyCoralClassify.process(), PyCoralDetect.PyCoralDetect.process(), PyCoralSegment.PyCoralSegment.process(), PyDetectionDNN.PyDetectionDNN.process(), PyDMTX.PyDMTX.process(), PythonObject6D.PythonObject6D.process(), PythonOpenCV.PythonOpenCV.process(), PythonParallel.PythonParallel.process(), PythonSandbox.PythonSandbox.process(), AprilTag.AprilTag.processGUI(), PyCoralClassify.PyCoralClassify.processGUI(), PyCoralDetect.PyCoralDetect.processGUI(), PyCoralSegment.PyCoralSegment.processGUI(), PyFaceMesh.PyFaceMesh.processGUI(), PyHandDetector.PyHandDetector.processGUI(), PyLicensePlate.PyLicensePlate.processGUI(), PyObjectron.PyObjectron.processGUI(), PyPoseDetector.PyPoseDetector.processGUI(), PySceneText.PySceneText.processGUI(), PySelfie.PySelfie.processGUI(), PythonOpenCV.PythonOpenCV.processGUI(), PythonSandbox.PythonSandbox.processGUI(), PythonTest.PythonTest.processGUI(), FirstPython.FirstPython.processNoUSB(), PythonObject6D.PythonObject6D.processNoUSB(), and PythonSandbox.PythonSandbox.processNoUSB().

The documentation for this class was generated from the following file:

src/Modules/PySelfie/PySelfie.py

Public Member Functions

Public Attributes