The year opened without a reset. The same pressure carried over, and in some places it tightened. Systems people assume are boring or stable are showing up in the wrong places. Attacks moved quietly, ...

Abstract: The You Only Look Once (YOLO) framework has redefined real-time object detection by introducing a single-stage architecture that balances exceptional speed with competitive accuracy, ...

The rapid advancement of unmanned aerial vehicles (UAVs) in disaster response and environmental monitoring has underscored the growing importance of real-time object detection within UAV swarm ...

Abstract: This study develops a deep learning-based detection system for illegal tree cutting and deforestation in India, leveraging CCTV surveillance for real-time monitoring. We evaluated multiple ...

"Exploring the frontiers of Dynamic Intelligence in YOLO." This work represents our passionate exploration into the evolution of Real-Time Object Detection (RTOD). To the best of our knowledge, ...

RF-DETR is a real-time transformer architecture for object detection and instance segmentation developed by Roboflow. Built on a DINOv2 vision transformer backbone, RF-DETR delivers state-of-the-art ...