Real-time Bangla Sign Language Translator

December 21, 2024 ยท Declared Dead ยท ๐Ÿ› 2024 27th International Conference on Computer and Information Technology (ICCIT)

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Authors Rotan Hawlader Pranto, Shahnewaz Siddique arXiv ID 2412.16497 Category cs.CL: Computation & Language Cross-listed cs.CV, cs.LG Citations 2 Venue 2024 27th International Conference on Computer and Information Technology (ICCIT) Last Checked 5 months ago
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%. Keywords=Recurrent Neural Network, LSTM, Computer Vision, Bangla font.
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