mp_palmdet.MPPalmDet Class Reference

Public Member Functions
	__init__ (self, modelPath, nmsThreshold=0.3, scoreThreshold=0.5, backendId=0, targetId=0)
	name (self)
	setBackend (self, backendId)
	setTarget (self, targetId)
	infer (self, image)

Public Attributes
	model_path
	nms_threshold
	score_threshold
	backend_id
	target_id
	input_size
	model
	anchors

Protected Member Functions
	_preprocess (self, image)
	_postprocess (self, output_blob, original_shape)
	_load_anchors (self)

Detailed Description

Definition at line 4 of file mp_palmdet.py.

Constructor & Destructor Documentation

__init__()

mp_palmdet.MPPalmDet.__init__	(		self,
			modelPath,
			nmsThreshold = 0.3,
			scoreThreshold = 0.5,
			backendId = 0,
			targetId = 0
	)

Definition at line 5 of file mp_palmdet.py.

Member Function Documentation

_load_anchors()

mp_palmdet.MPPalmDet._load_anchors (   self )

protected

Definition at line 83 of file mp_palmdet.py.

_postprocess()

mp_palmdet.MPPalmDet._postprocess (   self,   output_blob,   original_shape  )

protected

Definition at line 55 of file mp_palmdet.py.

References mp_palmdet.MPPalmDet.anchors, mobilenet_v1.MobileNetV1.input_size, mobilenet_v2.MobileNetV2.input_size, lpd_yunet.LPD_YuNet.input_size, mp_palmdet.MPPalmDet.input_size, lpd_yunet.LPD_YuNet.nms_threshold, mp_palmdet.MPPalmDet.nms_threshold, and mp_palmdet.MPPalmDet.score_threshold.

Referenced by pphumanseg.PPHumanSeg.infer(), mobilenet_v1.MobileNetV1.infer(), mobilenet_v2.MobileNetV2.infer(), ppresnet.PPResNet.infer(), lpd_yunet.LPD_YuNet.infer(), mp_palmdet.MPPalmDet.infer(), and crnn.CRNN.infer().

_preprocess()

mp_palmdet.MPPalmDet._preprocess (   self,   image  )

protected

Definition at line 32 of file mp_palmdet.py.

References mobilenet_v1.MobileNetV1.input_size, mobilenet_v2.MobileNetV2.input_size, lpd_yunet.LPD_YuNet.input_size, and mp_palmdet.MPPalmDet.input_size.

Referenced by pphumanseg.PPHumanSeg.infer(), mobilenet_v1.MobileNetV1.infer(), mobilenet_v2.MobileNetV2.infer(), ppresnet.PPResNet.infer(), lpd_yunet.LPD_YuNet.infer(), mp_palmdet.MPPalmDet.infer(), youtureid.YoutuReID.infer(), sface.SFace.infer(), and crnn.CRNN.infer().

infer()

mp_palmdet.MPPalmDet.infer	(		self,
			image
	)

Definition at line 40 of file mp_palmdet.py.

References lpd_yunet.LPD_YuNet._postprocess(), mobilenet_v1.MobileNetV1._postprocess(), mobilenet_v2.MobileNetV2._postprocess(), mp_palmdet.MPPalmDet._postprocess(), pphumanseg.PPHumanSeg._postprocess(), ppresnet.PPResNet._postprocess(), crnn.CRNN._postprocess(), pphumanseg.PPHumanSeg._preprocess(), mobilenet_v1.MobileNetV1._preprocess(), mobilenet_v2.MobileNetV2._preprocess(), ppresnet.PPResNet._preprocess(), lpd_yunet.LPD_YuNet._preprocess(), mp_palmdet.MPPalmDet._preprocess(), youtureid.YoutuReID._preprocess(), sface.SFace._preprocess(), crnn.CRNN._preprocess(), TensorFlow.model, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, lpd_yunet.LPD_YuNet.model, mp_palmdet.MPPalmDet.model, PyNetKSNN.PyNetKSNN.model, PyNetOpenCV.PyNetOpenCV.model, PyNetORT.PyNetORT.model, PyNetURetinex.PyNetURetinex.model, PyClassificationDNN.PyClassificationDNN.model, PyCoralClassify.PyCoralClassify.model, PyCoralDetect.PyCoralDetect.model, PyCoralSegment.PyCoralSegment.model, PyDetectionDNN.PyDetectionDNN.model, PyEmotion.PyEmotion.model, and PyLicensePlate.PyLicensePlate.model.

Referenced by sface.SFace.match(), and youtureid.YoutuReID.query().

name()

mp_palmdet.MPPalmDet.name

(

self

)

Definition at line 21 of file mp_palmdet.py.

setBackend()

mp_palmdet.MPPalmDet.setBackend	(		self,
			backendId
	)

Definition at line 24 of file mp_palmdet.py.

References mobilenet_v1.MobileNetV1.backend_id, mobilenet_v2.MobileNetV2.backend_id, lpd_yunet.LPD_YuNet.backend_id, mp_palmdet.MPPalmDet.backend_id, TensorFlow.model, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, lpd_yunet.LPD_YuNet.model, mp_palmdet.MPPalmDet.model, PyNetKSNN.PyNetKSNN.model, PyNetOpenCV.PyNetOpenCV.model, PyNetORT.PyNetORT.model, PyNetURetinex.PyNetURetinex.model, PyClassificationDNN.PyClassificationDNN.model, PyCoralClassify.PyCoralClassify.model, PyCoralDetect.PyCoralDetect.model, PyCoralSegment.PyCoralSegment.model, PyDetectionDNN.PyDetectionDNN.model, PyEmotion.PyEmotion.model, and PyLicensePlate.PyLicensePlate.model.

setTarget()

mp_palmdet.MPPalmDet.setTarget	(		self,
			targetId
	)

Definition at line 28 of file mp_palmdet.py.

References TensorFlow.model, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, lpd_yunet.LPD_YuNet.model, mp_palmdet.MPPalmDet.model, PyNetKSNN.PyNetKSNN.model, PyNetOpenCV.PyNetOpenCV.model, PyNetORT.PyNetORT.model, PyNetURetinex.PyNetURetinex.model, PyClassificationDNN.PyClassificationDNN.model, PyCoralClassify.PyCoralClassify.model, PyCoralDetect.PyCoralDetect.model, PyCoralSegment.PyCoralSegment.model, PyDetectionDNN.PyDetectionDNN.model, PyEmotion.PyEmotion.model, PyLicensePlate.PyLicensePlate.model, mobilenet_v1.MobileNetV1.target_id, mobilenet_v2.MobileNetV2.target_id, lpd_yunet.LPD_YuNet.target_id, and mp_palmdet.MPPalmDet.target_id.

Member Data Documentation

anchors

mp_palmdet.MPPalmDet.anchors

Definition at line 18 of file mp_palmdet.py.

Referenced by mp_palmdet.MPPalmDet._postprocess().

backend_id

mp_palmdet.MPPalmDet.backend_id

Definition at line 9 of file mp_palmdet.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), mobilenet_v1.MobileNetV1.setBackend(), mobilenet_v2.MobileNetV2.setBackend(), lpd_yunet.LPD_YuNet.setBackend(), and mp_palmdet.MPPalmDet.setBackend().

input_size

mp_palmdet.MPPalmDet.input_size

Definition at line 12 of file mp_palmdet.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), lpd_yunet.LPD_YuNet._decode(), mp_palmdet.MPPalmDet._postprocess(), mp_palmdet.MPPalmDet._preprocess(), lpd_yunet.LPD_YuNet._priorGen(), lpd_yunet.LPD_YuNet.infer(), and lpd_yunet.LPD_YuNet.setInputSize().

model

mp_palmdet.MPPalmDet.model

Definition at line 14 of file mp_palmdet.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), PyNetKSNN.PyNetKSNN.freeze(), PyNetOpenCV.PyNetOpenCV.freeze(), PyNetORT.PyNetORT.freeze(), PyNetURetinex.PyNetURetinex.freeze(), mobilenet_v1.MobileNetV1.infer(), mobilenet_v2.MobileNetV2.infer(), lpd_yunet.LPD_YuNet.infer(), mp_palmdet.MPPalmDet.infer(), PyNetKSNN.PyNetKSNN.load(), PyNetOpenCV.PyNetOpenCV.load(), PyNetORT.PyNetORT.load(), PyNetURetinex.PyNetURetinex.load(), PyClassificationDNN.PyClassificationDNN.process(), PyCoralClassify.PyCoralClassify.process(), PyCoralDetect.PyCoralDetect.process(), PyCoralSegment.PyCoralSegment.process(), PyDetectionDNN.PyDetectionDNN.process(), PyCoralClassify.PyCoralClassify.processGUI(), PyCoralDetect.PyCoralDetect.processGUI(), PyCoralSegment.PyCoralSegment.processGUI(), PyLicensePlate.PyLicensePlate.processGUI(), mobilenet_v1.MobileNetV1.setBackend(), mobilenet_v2.MobileNetV2.setBackend(), lpd_yunet.LPD_YuNet.setBackend(), mp_palmdet.MPPalmDet.setBackend(), mobilenet_v1.MobileNetV1.setTarget(), mobilenet_v2.MobileNetV2.setTarget(), lpd_yunet.LPD_YuNet.setTarget(), and mp_palmdet.MPPalmDet.setTarget().

model_path

mp_palmdet.MPPalmDet.model_path

Definition at line 6 of file mp_palmdet.py.

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

nms_threshold

mp_palmdet.MPPalmDet.nms_threshold

Definition at line 7 of file mp_palmdet.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), lpd_yunet.LPD_YuNet._postprocess(), and mp_palmdet.MPPalmDet._postprocess().

score_threshold

mp_palmdet.MPPalmDet.score_threshold

Definition at line 8 of file mp_palmdet.py.

Referenced by mp_palmdet.MPPalmDet._postprocess().

target_id

mp_palmdet.MPPalmDet.target_id

Definition at line 10 of file mp_palmdet.py.

Referenced by lpd_yunet.LPD_YuNet.__init__(), mobilenet_v1.MobileNetV1.setTarget(), mobilenet_v2.MobileNetV2.setTarget(), lpd_yunet.LPD_YuNet.setTarget(), and mp_palmdet.MPPalmDet.setTarget().

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

• opencv_zoo/models/palm_detection_mediapipe/mp_palmdet.py