Weapon Violence Dataset 2.0: A synthetic dataset for violence detection.

ABSTRACT: In the current era, satisfying the appetite of data hungry models is becoming an increasingly challenging task. This challenge is particularly magnified in research areas characterised by sensitivity, where the quest for genuine data proves to be elusive. The study of violence serves as a poignant example, entailing ethical considerations and compounded by the scarcity of authentic, real-world data that is predominantly accessible only to law enforcement agencies. Existing datasets in this field often resort to using content from movies or open-source video platforms like YouTube, further emphasising the scarcity of authentic data. To address this, our dataset aims to pioneer a new approach by creating the first synthetic virtual dataset for violence detection, named the Weapon Violence Da

SUBMITTER: Nadeem MS 

PROVIDER: S-EPMC11079471 | biostudies-literature | 2024 Jun

REPOSITORIES: biostudies-literature