Author

I. Ciocoiu

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Open access 2026

Real-Time Weapon Detection Using Enhanced YOLO12 Models and a Custom Dataset

The paper presents a customized version of the YOLOv12 model that enables better detection of small, occluded, and low-contrast weapons in video sequences while maintaining high precision and real-time inference speed. The new model integrates: 1) loss reweighting strategy that emphasizes small objects’ contributions d...

Constantin Catargiu, I. Ciocoiu · IEEE Access · 0 citations