Abstract: A new object-based change detection method has been proposed to address the limitations of existing research based on pixel-based change detection, as well as the neglect of concurrent ...

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.

Abstract: This paper focuses on real-time object detection systems, analyzing existing Field-Programmable Gate Arrays (FPGAs) implementations that aim to achieve the best efficiency, performance, and ...

Ancient objects that prove the old world was far ahead of its time In one of California's Trumpiest counties, the MAGA backlash has begun Man falls to death during Goose concert at MSG, NYPD says ...

OV-DEIM is a real-time DETR-style framework for open-vocabulary object detection. It extends DEIMv2 to the open-vocabulary setting and achieves state-of-the-art performance on open-vocabulary ...