Modern Approaches to Visual Content Detection Using YOLO, RF-DETR, and CNN Models
This article presents a comparative study of modern deep learning approaches for the detection of destructive visual content, including extremist symbols, weapons, explosive devices, and violent imagery. A domain-specific dataset containing 11 object categories was developed from publicly available Internet sources and...