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.

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

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Abstract: Referring camouflaged object detection (Ref-COD) is a recently proposed task, aiming to segment specified camouflaged objects by leveraging visual reference, i.e., a small set of referring ...

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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 ...

In the past decade, the retail world has undergone an accelerated digital transformation like no other. While we once settled for self-checkout kiosks as a time-saving solution, the technological ...