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Author

Dhanalakshmi

2 papers indexed here

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Jul 2026

A Novel CNN Approach to Identify Cyclones using the MN-Net Framework

Cyclone detection is a critical task in meteorology for minimising the impact of extreme weather events. Traditional approaches rely on satellite observations and numerical weather prediction models, which often lack efficiency in real-time detection. In this study, we propose MN-Net, a stacked ensemble deep learning f...

Dhanalakshmi, Ravikanth Garladinne, U. Reddy et al. · 0 citations
Open access Aug 2026

SMART DRIVER DROWSINESS DETECTION AND AUTOMATED EMERGENCY COMMUNICATION SYSTEM

Road traffic accidents caused by driver fatigue continue to be a major public safety concern, highlighting the need for intelligent and real-time monitoring systems. This paper presents a Smart Driver Drowsiness Detection and Advanced Emergency Communication System that combines computer vision, deep learning, and auto...

Dhanalakshmi, Venkata Yamuna Chirumalla · 0 citations

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