Class NNModelSelection

NNModelSelection Class

Description

A class used to select Neural Network (NN) task and models.

Syntax

class NNModelSelection

Members

Public Constructors
NNModelSelection::NNModelSelection	Constructs a NNModelSelection object.
Public Methods
NNModelSelection::modelSelect	Select NN task and models.

NNModelSelection::modelSelect

Description

Select Neural Network (NN) task and models.

Syntax

void modelSelect(unsigned char nntask);
void modelSelect(unsigned char nntask, unsigned char objdetmodel, unsigned char facedetmodel, unsigned char facerecogmodel);

Parameters

nntask: Neural network task to perform. Default value is NA_MODEL.

OBJECT_DETECTION, FACE_DETECTION, FACE_RECOGNITION

objdetmodel: Neural network model used for Object Detection. Default value is NA_MODEL.

DEFAULT_YOLOV3TINY, CUSTOMIZED_YOLOV3TINY (YOLOv3 model)
DEFAULT_YOLOV4TINY, CUSTOMIZED_YOLOV4TINY (YOLOv4 model)
DEFAULT_YOLOV7TINY, CUSTOMIZED_YOLOV7TINY (YOLOv7 model)

facedetmodel: Neural network model used for Face Detection. Default value is NA_MODEL.

DEFAULT_SCRFD, CUSTOMIZED_SCRFD

facerecogmodel: Neural network model used for Face Recognition. Default value is NA_MODEL.

DEFAULT_MOBILEFACENET, CUSTOMIZED_MOBILEFACENET

Returns

NA

Example Code

Example: ObjectDetectionCallback

Note

“NNModelSelection.h” must be included to use the class function. Replace objdetmodel, facedetmodel and facerecogmodel arguments with “NA_MODEL” if they are not necessary for your selected NN Task.