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Kiannet: A Violence Detection Model Using An Attention-Based CNN-LSTM Structure by parashacharya139 is a document available to read on EtoBox.

What is Kiannet: A Violence Detection Model Using An Attention-Based CNN-LSTM Structure about?

The document presents KianNet, a novel violence detection model that combines ResNet50 and ConvLSTM architectures with a multi-head self-attention layer to enhance the detection of violent incidents in video surveillance. The model demonstrates superior performance, achieving a 97.48% AUC on the UCF-Crime dataset and a 96.21% accuracy on the RWF dataset, outperforming existing models. This research addresses the challenges of manual monitoring of surveillance feeds by providing an automated solution for det

Author

parashacharya139

Language

EN