CHU Surveillance Violence Detection Dataset

The CHU Surveillance Violence Dataset (CSVD) is a collection of CCTV footage of violent and non-violent actions aiming to characterize the composition of violent actions into more specific actions. We produced several simple action classes for violent and non-violent actions do add variety and better distribution among simple and complex action classes for RGB and Action Silhouette Videos (enhanced Optical Flow Images) with their localized actions. The dataset consists of 12 simple action classes: idle, run, walk, high-five, wave, pose, shove, grapple, punch, kick, and clobbering, which are further classified as violent or non-violent actions.