Real-time Bangla Sign Language Translator

The human body communicates through various meaningful gestures, with sign language using hands being a prominent example. Bangla Sign Language Translation (BSLT) aims to bridge communication gaps for the deaf and mute community. Our approach involves using Mediapipe Holistic to gather key points, LSTM architecture for data training, and Computer Vision for realtime sign language detection with an accuracy of 94%.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/iccit64611.2024.11021821
Citations
1
Primary Topic
Hand Gesture Recognition Systems
Type
article
Field-Weighted Citation Impact
0.37
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article

Real-time Bangla Sign Language Translator

Shahnewaz Siddique, Rotan Hawlader Pranto
1 citations
Hand Gesture Recognition Systems
0.37
article

Real-time Bangla Sign Language Translator

Shahnewaz Siddique, Rotan Hawlader Pranto
article en
1 citations

Abstract

The human body communicates through various meaningful gestures, with sign language using hands being a prominent example. Bangla Sign Language Translation (BSLT) aims to bridge communication gaps for the deaf and mute community. Our approach involves using Mediapipe Holistic to gather key points, LSTM architecture for data training, and Computer Vision for realtime sign language detection with an accuracy of 94%.

North South University (BD)
Quality Education
Openalex Percentile: Top 34%
Hand Gesture Recognition Systems
0.37
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Real-time Bangla Sign Language Translator — Shahnewaz Siddique, Rotan Hawlader Pranto · (2024) | TGRS Research Map | TGRS