Training-free framework that converts SAM3 into a real-time multi-class open-vocabulary detector. Achieves 55.8 AP on COCO val2017 (80 classes) at 15.8 FPS (4 classes, 1008px) on a single RTX 4080.

It is a common sight at public parks, schools and housing complexes: waste scattered on the grass just a few feet away from ...

This Frigate server monitors my home and, unlike cloud-based alternatives, protects my privacy ...

Abstract: This work presents a real-time driver drowsiness detection system deployed on a Raspberry Pi 5 using the YOLOv8 object detection model. The original PyTorch model was converted to the ...

Abstract: Tiny-object detection is increasingly crucial in fields such as remote sensing, traffic monitoring, and robotics. Inspired by human visual perception, the attention mechanism has become a ...