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Author

Shyalaja L. N.

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Open access Aug 2026

Gesture-Based Computer Interface Using Hand Gestures and Eye Blink Detection

Conventional human-computer interaction relies on physical input devices such as a mouse and keyboard, which is not always convenient, hygienic, or accessible to every user. This paper presents a touchless, webcam-based computer interface that allows a user to control common mouse and navigation functions using hand ge...

Shyalaja L. N., Prajwal P. C., Siddhanth Sasture et al. · 0 citations
Review Open access Aug 2026

Large Language Models Hallucinate and How Retrieval- Augmented Generation Mitigates It

It is concluded that RAG should be viewed as a grounding and evidence-access mechanism rather than a guarantee of hallucination-free generation, and applications of RAG are outlined.

Shyalaja L. N., Shantinath Patil, P. R. et al. · 0 citations

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