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.

This is a compelling opportunity to join a market leader where you will work at the intersection of data, machine learning, and business impact, using advanced analytics to drive strategic ...

Abstract: DETR-based methods have shown impressive performance in object detection tasks. The original DETR employs one-to-one sparse supervision, resulting in poor supervision capability. Denoising ...

NuML Studio is optimized for Windows and provides a "ready-to-use" version that does not require users to install Python or ...

HOI-DETR is a transformer-based framework for detecting hands, hand-held objects, and their interactions in images and video. Built on the Co-DETR architecture, it adds a lightweight interaction ...

Abstract: Underwater object detection has higher requirements of running speed and deployment efficiency for the detector due to its specific environmental challenges. Nonmaximum suppression (NMS) of ...

The debate over AI-driven fleet safety tools centers on whether technology can replace foundational driver training or only reinforce skills drivers have already learned through structured instruction ...