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: Pneumonia remains a significant global health problem, predominantly impacting vulnerable groups such as young children and the elderly. Timely and accurate diagnosis is essential to ensure ...

Scientists are using artificial intelligence to analyze troves of images and audio, gaining unprecedented insight into the ...

Abstract: Surface defects in Printed Circuit Boards (PCBs), which arise during manufacturing, significantly impact product quality and directly influence equipment performance, stability and ...