LetterRecog Class Reference

Class for sign language recognition. An ONNX model is loaded to be used for inference to recognize sign language alphabet and then the incoming frame is normalized. Next, the frame is forwarded to the model to extract features and output the inference result. More...

#include <RecogModel.h>

Public Member Functions
	LetterRecog (const std::string &path)
	Model loading and setting the parameters. More...
cv::Point2f	forward (cv::Mat &src)
	Pass the frame to the model for inference. More...

Private Member Functions
void	loadModel (const std::string &path)
	Load the ONNX model. More...
void	Mat_Normalization (cv::Mat &matrix)
	Normalize the incoming frame. More...

Private Attributes
cv::dnn::Net	net

Detailed Description

Class for sign language recognition. An ONNX model is loaded to be used for inference to recognize sign language alphabet and then the incoming frame is normalized. Next, the frame is forwarded to the model to extract features and output the inference result.

Constructor & Destructor Documentation

LetterRecog()

LetterRecog::LetterRecog

(

const std::string &

path

)

Model loading and setting the parameters.

Member Function Documentation

forward()

cv::Point2f LetterRecog::forward

(

cv::Mat &

src

)

Pass the frame to the model for inference.

loadModel()

void LetterRecog::loadModel ( const std::string &  path )

private

Load the ONNX model.

Mat_Normalization()

void LetterRecog::Mat_Normalization ( cv::Mat &  matrix )

private

Normalize the incoming frame.

Member Data Documentation

net

cv::dnn::Net LetterRecog::net

private

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

• src/RecogModel.h
• src/RecogModel.cpp