mobilenet_v2.MobileNetV2 Class Reference

Public Member Functions
def	__init__ (self, modelPath, labelPath, backendId=0, targetId=0)
def	name (self)
def	setBackend (self, backendId)
def	setTarget (self, targetId)
def	infer (self, image)

Public Attributes
	model_path
	label_path
	backend_id
	target_id
	model
	input_names
	output_names
	input_size
	mean
	std
	labels

Detailed Description

Definition at line 4 of file mobilenet_v2.py.

Constructor & Destructor Documentation

__init__()

def mobilenet_v2.MobileNetV2.__init__	(		self,
			modelPath,
			labelPath,
			backendId = 0,
			targetId = 0
	)

Definition at line 5 of file mobilenet_v2.py.

Member Function Documentation

infer()

def mobilenet_v2.MobileNetV2.infer	(		self,
			image
	)

Definition at line 50 of file mobilenet_v2.py.

References pphumanseg.PPHumanSeg._postprocess(), mobilenet_v1.MobileNetV1._postprocess(), mobilenet_v2.MobileNetV2._postprocess(), pphumanseg.PPHumanSeg._preprocess(), mobilenet_v2.MobileNetV2._preprocess(), mobilenet_v1.MobileNetV1._preprocess(), sface.SFace._preprocess(), mobilenet_v1.MobileNetV1.input_names, mobilenet_v2.MobileNetV2.input_names, mobilenet_v1.MobileNetV1.labels, mobilenet_v2.MobileNetV2.labels, TensorFlow.labels, mobilenet_v2.MobileNetV2.model, mobilenet_v1.MobileNetV1.model, TensorFlow.model, mobilenet_v1.MobileNetV1.output_names, and mobilenet_v2.MobileNetV2.output_names.

Referenced by youtureid.YoutuReID.query().

name()

def mobilenet_v2.MobileNetV2.name

(

self

)

Definition at line 32 of file mobilenet_v2.py.

setBackend()

def mobilenet_v2.MobileNetV2.setBackend	(		self,
			backendId
	)

Definition at line 35 of file mobilenet_v2.py.

References mobilenet_v1.MobileNetV1.backend_id, mobilenet_v2.MobileNetV2.backend_id, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, and TensorFlow.model.

setTarget()

def mobilenet_v2.MobileNetV2.setTarget	(		self,
			targetId
	)

Definition at line 39 of file mobilenet_v2.py.

References mobilenet_v1.MobileNetV1.mean, mobilenet_v2.MobileNetV2.mean, mobilenet_v2.MobileNetV2.model, mobilenet_v1.MobileNetV1.model, TensorFlow.model, mobilenet_v1.MobileNetV1.std, mobilenet_v2.MobileNetV2.std, mobilenet_v1.MobileNetV1.target_id, and mobilenet_v2.MobileNetV2.target_id.

Member Data Documentation

backend_id

mobilenet_v2.MobileNetV2.backend_id

Definition at line 8 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), mp_palmdet.MPPalmDet.setBackend(), lpd_yunet.LPD_YuNet.setBackend(), and mobilenet_v2.MobileNetV2.setBackend().

input_names

mobilenet_v2.MobileNetV2.input_names

Definition at line 15 of file mobilenet_v2.py.

Referenced by mobilenet_v2.MobileNetV2.infer().

input_size

mobilenet_v2.MobileNetV2.input_size

Definition at line 17 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), mp_palmdet.MPPalmDet.infer(), lpd_yunet.LPD_YuNet.infer(), lpd_yunet.LPD_YuNet.setInputSize(), and mp_palmdet.MPPalmDet.setTarget().

label_path

mobilenet_v2.MobileNetV2.label_path

Definition at line 7 of file mobilenet_v2.py.

labels

mobilenet_v2.MobileNetV2.labels

Definition at line 22 of file mobilenet_v2.py.

Referenced by mobilenet_v2.MobileNetV2.infer(), PyCoralDetect.PyCoralDetect.process(), PyCoralClassify.PyCoralClassify.process(), PyCoralClassify.PyCoralClassify.processGUI(), and PyCoralDetect.PyCoralDetect.processGUI().

mean

mobilenet_v2.MobileNetV2.mean

Definition at line 18 of file mobilenet_v2.py.

Referenced by transform.Normalize.__call__(), quantize-inc.Dataset.__getitem__(), PyPreBlob.PyPreBlob.process(), PyClassificationDNN.PyClassificationDNN.process(), PyDetectionDNN.PyDetectionDNN.process(), and mobilenet_v2.MobileNetV2.setTarget().

model

mobilenet_v2.MobileNetV2.model

Definition at line 11 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), PyNetORT.PyNetORT.freeze(), PyNetURetinex.PyNetURetinex.freeze(), PyNetOpenCV.PyNetOpenCV.freeze(), mp_palmdet.MPPalmDet.infer(), lpd_yunet.LPD_YuNet.infer(), mobilenet_v2.MobileNetV2.infer(), PyNetORT.PyNetORT.load(), PyNetURetinex.PyNetURetinex.load(), PyNetOpenCV.PyNetOpenCV.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(), PyCoralSegment.PyCoralSegment.processGUI(), mp_palmdet.MPPalmDet.setBackend(), lpd_yunet.LPD_YuNet.setBackend(), mobilenet_v2.MobileNetV2.setBackend(), mp_palmdet.MPPalmDet.setTarget(), lpd_yunet.LPD_YuNet.setTarget(), and mobilenet_v2.MobileNetV2.setTarget().

model_path

mobilenet_v2.MobileNetV2.model_path

Definition at line 6 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), quantize-ort.Quantize.check_opset(), quantize-inc.Quantize.run(), and quantize-ort.Quantize.run().

output_names

mobilenet_v2.MobileNetV2.output_names

Definition at line 16 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), lpd_yunet.LPD_YuNet.infer(), and mobilenet_v2.MobileNetV2.infer().

std

mobilenet_v2.MobileNetV2.std

Definition at line 19 of file mobilenet_v2.py.

Referenced by transform.Normalize.__call__(), quantize-inc.Dataset.__getitem__(), and mobilenet_v2.MobileNetV2.setTarget().

target_id

mobilenet_v2.MobileNetV2.target_id

Definition at line 9 of file mobilenet_v2.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), mp_palmdet.MPPalmDet.setTarget(), lpd_yunet.LPD_YuNet.setTarget(), and mobilenet_v2.MobileNetV2.setTarget().

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

• opencv_zoo/models/image_classification_mobilenet/mobilenet_v2.py