Violence Detection using Deep Learning

The difficulties of identifying and reporting a variety of violent actions frequently makes it more difficult to prevent and handle violent crimes in the current era. An effective way to address these problems is to introduce deep learning techniques. Real-time violence detection and reporting is ma...

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Bibliographic Details
Published in2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET) pp. 1 - 6
Main Authors Chandane, Soham, Nadar, Ajesh Thangaraj, Lokhande, Mihika, Kanthakumar, Dineshraja, Shaikh, Rizwana
Format Conference Proceeding
LanguageEnglish
Published IEEE 07.06.2024
Subjects
Accuracy
Deep learning
Law enforcement
Proactive Approach
Real-time Violence Detection
Surveillance
Technological innovation
Training
Transforms
Violent Activities
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Summary:The difficulties of identifying and reporting a variety of violent actions frequently makes it more difficult to prevent and handle violent crimes in the current era. An effective way to address these problems is to introduce deep learning techniques. Real-time violence detection and reporting is made possible by the suggested system's use of sophisticated algorithms to evaluate video feeds. By enabling a more proactive approach, this technology invention has the potential to completely transform law enforcement. If law enforcement officials possess the ability to rapidly identify and document violent situations, they may be able to avert additional damage and guarantee a more efficient and prompter response at the location.
DOI:10.1109/ICICET59348.2024.10616304