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Author

Poonam Bhartiya

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Open access Jul 2026

Intelligent Crowd Monitoring and Early Warning Framework for Stampede Prevention Using YOLOv8m and CNN-LSTM Architecture

A machine vision-enabled crowd monitoring and early warning framework that is based on YOLOv8m, CNN, and LSTM models with the ability to perform real-time analysis of crowds for the purpose of predicting the risk of a stampede is described.

Priyanka Parashar, Poonam Bhartiya, Shailendra Shriwastava · 0 citations

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