We propose a class-agnostic detector that eliminates multi-class dependencies while explicitly modeling both geometric and probabilistic aspects of object detection, enabling the localization branch ...

Underwater image detection plays a vital role in various marine applications such as oceanography, underwater robotics, and environmental monitoring. The challenges of underwater imaging, such as low ...

I tried using DINOv3 as the pre-trained model for the detector and encountered an issue. When defining the Transformer, self.reference_points（not two-stage） is initialized as follows: if two_stage: ...

Recent public safety issues have given way to the demand for advanced real-time weapon detection systems in schools, public gatherings, and especially in the aviation sector. This project presents a ...