A class representing sign language detection using webcam and trained model. More...

Public Member Functions
def	__init__ (self)
	Initialize the PythonTest class. More...

def	sign_identifier (self)
	Perform sign language identification on a frame. More...

Public Attributes
	img_path
	Declear the current frame of the webcam. More...

	model_dict
	Load the trained sign-lange detection model. More...

	model
	Declare variable model. More...

	cap
	Declare opencv. More...

	mp_hands
	Declare variable mp_hands from Mediapipe module. More...

	mp_drawing
	Declare variable mp_drawing from Mediapipe module. More...

	mp_drawing_styles
	Declare variable mp_drawing_styles from Mediapipe module. More...

	hands
	Declare variable hands. More...

	fourcc
	Setting opencv. More...

	out
	Setting opencv. More...

Detailed Description

A class representing sign language detection using webcam and trained model.

This class provides functionalities for webcam-based sign language detection using the MediaPipe library for hand tracking and a trained model for sign language recognition.

Constructor & Destructor Documentation

◆ init()

def inference_classifier.PythonTest.__init__ ( self )

Initialize the PythonTest class.

This constructor initializes the necessary components for sign language detection.

Member Function Documentation

◆ sign_identifier()

def inference_classifier.PythonTest.sign_identifier ( self )

Perform sign language identification on a frame.

This method performs sign language identification on a given frame using hand landmarks and a trained model.

Returns: The predicted sign language character.

Member Data Documentation

◆ cap

inference_classifier.PythonTest.cap

Declare opencv.

◆ fourcc

inference_classifier.PythonTest.fourcc

Setting opencv.

◆ hands

inference_classifier.PythonTest.hands

Declare variable hands.

◆ img_path

inference_classifier.PythonTest.img_path

Declear the current frame of the webcam.

◆ model

inference_classifier.PythonTest.model

Declare variable model.

◆ model_dict

inference_classifier.PythonTest.model_dict

Load the trained sign-lange detection model.

◆ mp_drawing

inference_classifier.PythonTest.mp_drawing

Declare variable mp_drawing from Mediapipe module.

◆ mp_drawing_styles

inference_classifier.PythonTest.mp_drawing_styles

Declare variable mp_drawing_styles from Mediapipe module.

◆ mp_hands

inference_classifier.PythonTest.mp_hands

Declare variable mp_hands from Mediapipe module.

◆ out

inference_classifier.PythonTest.out