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

Sonwane, Samradhny; Jadhav, Varsha; Wanjle, Kirti

 
9783659867903: Sign Detection and Recognition Using CNN and Machine Learning: Enhancing Human-Machine Interaction through Deep Learning
Softcover
ISBN 10: 365986790X ISBN 13: 9783659867903
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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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Über die Autorin bzw. den Autor

i am the pursuing final year B.Tech in Mechanical Engineering at the prestigious Vishwakarma Institute of Information Technology in Pune. Passionate about advancing the fields of machine learning, computer vision, and assistive technology, they specialize in designing and implemention,With a particular focus on convolutional neural network.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
365986790X
ISBN 13 
9783659867903
Einband
Taschenbuch
Anzahl der Seiten
52
Kontakt zum Hersteller
Editorial Academica Espanola
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland