AI-Based Real-Time Indian Sign Language Recognition

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This presentation delves into the development of an AI-based Indian Sign Language (ISL) recognition system, addressing the challenges faced by the hearing-impaired community. It explores the integration of MediaPipe for hand detection, transformer-based neural networks, and position-invariant normalisation in the system architecture. Key innovations such as dataset preprocessing, CNN for gesture recognition, and stratified sampling are covered, alongside metrics for performance evaluation....