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Real-Time Violence Detection

★ Accepted · Springer LNNS 2026

Video classification research accepted at Springer LNNS (ICT4SD 2026).

Python · TensorFlow · Keras · OpenCV · Bi-LSTM

Overview

Combines MobileNetV2 spatial embeddings with Bi-LSTM temporal sequence modeling to detect violent actions in surveillance footage with 94% accuracy.