JeVoisBase
1.20
JeVois Smart Embedded Machine Vision Toolkit Base Modules
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Simple DNN network invoked from OpenCV in python. 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 | |
net | |
gflops | |
dataroot | |
intensors | |
outtensors | |
config | |
model | |
Simple DNN network invoked from OpenCV in python.
Definition at line 22 of file PyNetOpenCV.py.
def PyNetOpenCV.PyNetOpenCV.__init__ | ( | self | ) |
[Optional] Constructor
Definition at line 25 of file PyNetOpenCV.py.
def PyNetOpenCV.PyNetOpenCV.freeze | ( | self, | |
doit | |||
) |
[Optional] Freeze some parameters that should not be changed at runtime
Definition at line 61 of file PyNetOpenCV.py.
References PyNetOpenCV.PyNetOpenCV.config, PyNetOpenCV.PyNetOpenCV.dataroot, PyNetOpenCV.PyNetOpenCV.intensors, mobilenet_v1.MobileNetV1.model, mobilenet_v2.MobileNetV2.model, mp_palmdet.MPPalmDet.model, lpd_yunet.LPD_YuNet.model, PyNetOpenCV.PyNetOpenCV.model, TensorFlow.model, and PyNetOpenCV.PyNetOpenCV.outtensors.
def PyNetOpenCV.PyNetOpenCV.init | ( | self | ) |
[Optional] JeVois parameters initialization
Definition at line 31 of file PyNetOpenCV.py.
def PyNetOpenCV.PyNetOpenCV.load | ( | self | ) |
[Required] Load the network from disk
Definition at line 70 of file PyNetOpenCV.py.
References PyNetOpenCV.PyNetOpenCV.config, PyNetOpenCV.PyNetOpenCV.dataroot, mobilenet_v2.MobileNetV2.model, mobilenet_v1.MobileNetV1.model, mp_palmdet.MPPalmDet.model, lpd_yunet.LPD_YuNet.model, PyNetOpenCV.PyNetOpenCV.model, TensorFlow.model, PyNetOpenCV.PyNetOpenCV.net, Darknet.net, Yolo.net, and ObjectRecognition< NetType >.net.
def PyNetOpenCV.PyNetOpenCV.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 81 of file PyNetOpenCV.py.
References PyNetOpenCV.PyNetOpenCV.gflops, demo.int, PyNetOpenCV.PyNetOpenCV.net, Darknet.net, Yolo.net, and ObjectRecognition< NetType >.net.
PyNetOpenCV.PyNetOpenCV.config |
Definition at line 46 of file PyNetOpenCV.py.
Referenced by PyNetOpenCV.PyNetOpenCV.freeze(), and PyNetOpenCV.PyNetOpenCV.load().
PyNetOpenCV.PyNetOpenCV.dataroot |
Definition at line 34 of file PyNetOpenCV.py.
Referenced by PyNetORT.PyNetORT.freeze(), PyNetURetinex.PyNetURetinex.freeze(), PyNetOpenCV.PyNetOpenCV.freeze(), PyNetORT.PyNetORT.load(), PyNetURetinex.PyNetURetinex.load(), and PyNetOpenCV.PyNetOpenCV.load().
PyNetOpenCV.PyNetOpenCV.gflops |
Definition at line 27 of file PyNetOpenCV.py.
Referenced by PyNetOpenCV.PyNetOpenCV.process().
PyNetOpenCV.PyNetOpenCV.intensors |
Definition at line 38 of file PyNetOpenCV.py.
Referenced by PyNetORT.PyNetORT.freeze(), PyNetURetinex.PyNetURetinex.freeze(), and PyNetOpenCV.PyNetOpenCV.freeze().
PyNetOpenCV.PyNetOpenCV.model |
Definition at line 52 of file PyNetOpenCV.py.
Referenced by PyNetORT.PyNetORT.freeze(), PyNetURetinex.PyNetURetinex.freeze(), PyNetOpenCV.PyNetOpenCV.freeze(), 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(), and PyCoralSegment.PyCoralSegment.processGUI().
PyNetOpenCV.PyNetOpenCV.net |
Definition at line 26 of file PyNetOpenCV.py.
Referenced by PyNetOpenCV.PyNetOpenCV.load(), PyDetectionDNN.PyDetectionDNN.postprocess(), PyNetOpenCV.PyNetOpenCV.process(), PyClassificationDNN.PyClassificationDNN.process(), and PyDetectionDNN.PyDetectionDNN.process().
PyNetOpenCV.PyNetOpenCV.outtensors |
Definition at line 42 of file PyNetOpenCV.py.
Referenced by PyNetOpenCV.PyNetOpenCV.freeze().