Violence Detection using Machine Learning

The increase in violent acts in public places has encouraged the development of

automated systems capable of detecting and responding to violent events in real time. We

propose a violence detection system in this research that uses deep learning techniques to

automatically identify violent behaviours in video data. The method extracts information from the

input video frames before using a pre-trained convolutional neural network (CNN) to classify 

each frame as violent or non-violent.