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Sign Detection and Recognition Using CNN and Machine Learning: Enhancing Human-Machine Interaction through Deep Learning - Tapa blanda

Samradhny Sonwane

 
9783659867903: Sign Detection and Recognition Using CNN and Machine Learning: Enhancing Human-Machine Interaction through Deep Learning
Tapa blanda
ISBN 10: 365986790X ISBN 13: 9783659867903
Editorial: KS OmniScriptum Publishing, 2024

Sinopsis

Sign language is a primary mode of communication for the deaf and hard-ofhearing community, providing a rich, visual language that enables expression and connection. However, for individuals who do not understand sign language, communication barriers persist. With recent advances in computer vision and deep learning, automated sign language recognition systems offer promising solutions to bridge this gap, enabling real-time translation of hand gestures into text or spoken language. This project focuses on implementing a real-time sign language recognition system using Convolutional Neural Networks (CNNs) to identify static hand gestures representing letters of the English alphabet.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
KS OmniScriptum Publishing
Año de publicación
2024
Idioma
Inglés
ISBN 10 
365986790X
ISBN 13 
9783659867903
Encuadernación
Tapa blanda
Número de páginas
52
Contacto del fabricante
no disponible
Persona responsable
no disponible