AINeutralarXiv – CS AI · 8h ago6/10
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Deep Learning-Based Sign Language Recognition from Videos and Cross-Lingual Translation to Indian Vernaculars
Researchers have developed a deep learning pipeline that recognizes sign language gestures from videos and translates them into Indian languages using VideoMAE and Meta's NLLB-200 model. The system achieves 78% validation accuracy on a 13-class dataset and demonstrates practical accessibility applications, though it currently handles isolated words rather than continuous signing.
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