International Journal of Advances in Electronics and Computer Science ( IJAECS )
A highly rated peer reviewed monthly International Journal
Editor-in-Chief : Dr. P. Suresh
Contact Person : Technical Editor
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Current Issue : Volume-12,Issue-2  ( Feb, 2025 ) View More
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Publisher:IRAJ
ISSN (p): 2394-2835
Issues /Year :12
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Paper Detail


Paper Title
ASL Recognition and Translation Using Data Gloves

Abstract
Sign Language plays a vital means of communica- tion for the Dumb community However, the challenge arises when individuals proficient in sign language try to connect with those unfamiliar with it. The existing system involves the Recognition of sign language. Future enhancements could focus on refining the accuracy and speed of gesture Recognition, incorporating machine learning, and exploring ergonomic glove designs for user comfort. This project aims to develop an innovative sign language Recogniser and translator tailored to the dumb community. The system employs a smart glove that captures intricate hand movements of both hands. The data (sign values) is recorded using an integrated control unit consisting of Arduino, flex sensors, MPU-6050, RF module, etc. After this, it is transmitted to an android application consisting of two algorithms, the Random Forest Algorithm for Recognising the numeric data into equivalent sign gestures and the transformer-based translator that is responsible for the conversion of Recognised sign-language text into English text. The objective is to seamlessly integrate Recognition and translator functionalities, offering a solution that adds functionalities and a user interface, creating a tool for individuals using sign language. Keywords - ASL, Data glove, Arduino Uno, Flex Sen- sors,touch sensors, MPU-6050, RF module, Bluetooth module, Android Application, Random Forest, Gramformer


Author - Nupur V. Chavan, Raj D. Telgote, Pallavi V. Gaikwad, Satish S. Kumbhar

Published : Volume-11,Issue-6  ( Jun, 2024 )



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