I. Introduction
Violence encompasses behaviors driven by destructive or harmful intentions. These behaviors manifest in various forms, such as physical altercations, arson, assaults, robberies, or verbal abuse, all with the aim of causing harm to others. Every day, thousands of violent incidents are reported worldwide, reflecting the pervasive nature of this issue. In the year 2020 alone, the United States documented a staggering 1.3 million cases of violence, with assault cases being particularly prevalent [1]. The focus here is on large-scale violence, including clashes between rival fan groups within stadiums or street riots involving followers of opposing political factions. Such acts of violence invariably lead to tragic outcomes, including loss of life and extensive property damage. Identifying these violent acts promptly holds immense potential for reducing the toll on lives and property.