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Sign Detection and Recognition Using CNN and Machine Learning - Softcover

Sonwane, Samradhny; Jadhav, Varsha; Wanjle, Kirti

 
9783659867903: Sign Detection and Recognition Using CNN and Machine Learning
Softcover
ISBN 10: 365986790X ISBN 13: 9783659867903
Publisher: LAP Lambert Academic Publishing, 2024

Synopsis

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.

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Publisher
LAP Lambert Academic Publishing
Publication date
2024
Language
English
ISBN 10 
365986790X
ISBN 13 
9783659867903
Binding
Paperback
Number of pages
52