Deep Learning Approaches for Age-based Gesture Classification in South Indian Sign Language

Deep Learning Approaches for Age-based Gesture Classification in South Indian Sign Language

This study focuses on recognizing and categorizing South Indian Sign Language gestures based on different age groups through transfer learning models. Sign language serves as a natural and expressive communication method for individuals with hearing impairments. This study intends to develop deep tr...

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Bibliographic Details
Main Authors: Ramesh M. Badiger, Rajesh Yakkundimath, Guruprasad Konnurmath, Praveen M. Dhulavvagol
Format: Article
Language:English
Published: D. G. Pylarinos 2024-04-01
Series:Engineering, Technology & Applied Science Research
Subjects:
sign language
age group
gesture identification
transfer learning
Inception-V3
VGG-16
Online Access:https://etasr.com/index.php/ETASR/article/view/6864

Internet

https://etasr.com/index.php/ETASR/article/view/6864

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