Can I read Arabic Sign Language Recognition Framework on EtoBox?
Arabic Sign Language Recognition Framework by Mostafa Hazem Mostafa attia is a document available to read on EtoBox.
What is Arabic Sign Language Recognition Framework about?
This article presents a deep learning framework for recognizing Arabic Sign Language (ArSL) using long short-term memory (LSTM) models and an attention mechanism, aimed at improving communication for deaf individuals. The study introduces a new dataset, DArSL50, consisting of 7500 video samples of 50 dynamic gestures, achieving over 85% accuracy in recognition. The proposed model demonstrates potential for real-time applications, facilitating social integration for the deaf community.
- Author
- Mostafa Hazem Mostafa attia
- Language
- EN