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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dhanalakshmi

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Jul 2026

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

The experimental results highlight the supremacy of MN-Net in terms of accuracy, precision, recall and F1-score over strong baseline models and the overall architecture is suitable for integration into early warning systems for timely cyclone detection and warning dissemination.

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

SMART DRIVER DROWSINESS DETECTION AND AUTOMATED EMERGENCY COMMUNICATION SYSTEM

Experimental evaluation demonstrates that the integration of MediaPipe and CNN enables reliable eyestate recognition with low computational complexity, providing an effective solution for reducing fatigue-related accidents and improving road safety.

Dhanalakshmi, Venkata Yamuna Chirumalla · 0 citations

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