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What is AI Sign Language Detection System about?

This paper presents an AI-based real-time American Sign Language (ASL) detection system that utilizes a fine-tuned Convolutional Neural Network (CNN) for feature extraction and a Random Forest classifier for classification, achieving an accuracy of 97.5%. The system is designed to work with standard RGB cameras, making it cost-effective and scalable for deployment in educational and public service environments. By leveraging a large dataset of 30,000 images and avoiding the need for specialized hardware, th

Author

ayesha batool

Language

EN