PyNetURetinex.PyNetURetinex Class Reference

Simple DNN network invoked from ONNX-Runtime in python for URetinex-Net. More...

Public Member Functions
def	__init__ (self)
	[Optional] Constructor More...
def	init (self)
	[Optional] JeVois parameters initialization More...
def	freeze (self, doit)
	[Optional] Freeze some parameters that should not be changed at runtime More...
def	load (self)
	[Required] Load the network from disk More...
def	process (self, blobs)
	[Required] Main processing function: process input blobs through network and return output blobs blobs is a list of numpy arrays for the network's outputs Should return a tuple with (list of output blobs, list of info strings), where the info strings could contain some information about the network More...

Public Attributes
	session
	dataroot
	model
	intensors
	exposure
	inputs

Detailed Description

Simple DNN network invoked from ONNX-Runtime in python for URetinex-Net.

This network expects a fixed 1x1 tensor for a parameter, in addition to the image input

Author

Laurent Itti

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 25 of file PyNetURetinex.py.

Constructor & Destructor Documentation

__init__()

def PyNetURetinex.PyNetURetinex.__init__

(

self

)

[Optional] Constructor

Definition at line 28 of file PyNetURetinex.py.

Member Function Documentation

freeze()

def PyNetURetinex.PyNetURetinex.freeze	(		self,
			doit
	)

[Optional] Freeze some parameters that should not be changed at runtime

Definition at line 58 of file PyNetURetinex.py.

References PyNetOpenCV.PyNetOpenCV.dataroot, PyNetORT.PyNetORT.dataroot, PyNetURetinex.PyNetURetinex.dataroot, PyNetOpenCV.PyNetOpenCV.intensors, PyNetORT.PyNetORT.intensors, PyNetURetinex.PyNetURetinex.intensors, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, mp_palmdet.MPPalmDet.model, lpd_yunet.LPD_YuNet.model, PyNetORT.PyNetORT.model, PyNetURetinex.PyNetURetinex.model, PyNetOpenCV.PyNetOpenCV.model, and TensorFlow.model.

init()

def PyNetURetinex.PyNetURetinex.init

(

self

)

[Optional] JeVois parameters initialization

Definition at line 33 of file PyNetURetinex.py.

load()

def PyNetURetinex.PyNetURetinex.load

(

self

)

[Required] Load the network from disk

Definition at line 65 of file PyNetURetinex.py.

References PyNetOpenCV.PyNetOpenCV.dataroot, PyNetORT.PyNetORT.dataroot, PyNetURetinex.PyNetURetinex.dataroot, mobilenet_v2.MobileNetV2.model, mobilenet_v1.MobileNetV1.model, mp_palmdet.MPPalmDet.model, lpd_yunet.LPD_YuNet.model, PyNetORT.PyNetORT.model, PyNetURetinex.PyNetURetinex.model, PyNetOpenCV.PyNetOpenCV.model, TensorFlow.model, PyNetORT.PyNetORT.session, and PyNetURetinex.PyNetURetinex.session.

process()

def PyNetURetinex.PyNetURetinex.process	(		self,
			blobs
	)

[Required] Main processing function: process input blobs through network and return output blobs blobs is a list of numpy arrays for the network's outputs Should return a tuple with (list of output blobs, list of info strings), where the info strings could contain some information about the network

Definition at line 77 of file PyNetURetinex.py.

References PyNetURetinex.PyNetURetinex.exposure, PyNetORT.PyNetORT.inputs, PyNetURetinex.PyNetURetinex.inputs, PyNetORT.PyNetORT.session, and PyNetURetinex.PyNetURetinex.session.

Member Data Documentation

dataroot

PyNetURetinex.PyNetURetinex.dataroot

Definition at line 36 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.freeze(), and PyNetURetinex.PyNetURetinex.load().

exposure

PyNetURetinex.PyNetURetinex.exposure

Definition at line 52 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.process().

inputs

PyNetURetinex.PyNetURetinex.inputs

Definition at line 70 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.process().

intensors

PyNetURetinex.PyNetURetinex.intensors

Definition at line 48 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.freeze().

model

PyNetURetinex.PyNetURetinex.model

Definition at line 40 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.freeze(), PyNetURetinex.PyNetURetinex.load(), PyCoralDetect.PyCoralDetect.process(), PyCoralClassify.PyCoralClassify.process(), PyClassificationDNN.PyClassificationDNN.process(), PyCoralSegment.PyCoralSegment.process(), PyDetectionDNN.PyDetectionDNN.process(), PyLicensePlate.PyLicensePlate.processGUI(), PyCoralClassify.PyCoralClassify.processGUI(), PyCoralDetect.PyCoralDetect.processGUI(), and PyCoralSegment.PyCoralSegment.processGUI().

session

PyNetURetinex.PyNetURetinex.session

Definition at line 29 of file PyNetURetinex.py.

Referenced by PyNetURetinex.PyNetURetinex.load(), and PyNetURetinex.PyNetURetinex.process().

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

• share-jevoispro/pydnn/net/PyNetURetinex.py