AIWalker
AIWalker
May 18, 2025 · Artificial Intelligence

YOLOE: Open‑Source Real‑Time Anything Detector Beats YOLO‑World v2

YOLOE unifies object detection and segmentation in a single efficient model that supports text, visual, and prompt‑free inference, introduces RepRTA, SAVPE, and LRPC strategies, and achieves higher AP with up to three‑fold lower training cost and 1.4× faster inference on GPUs and mobile devices, as demonstrated by extensive LVIS and COCO experiments.

Prompt EngineeringYOLOEcomputer vision
0 likes · 29 min read
YOLOE: Open‑Source Real‑Time Anything Detector Beats YOLO‑World v2
AIWalker
AIWalker
Mar 13, 2025 · Artificial Intelligence

YOLOE: Real‑Time Open‑World Object Detection and Segmentation Unveiled

The paper introduces YOLOE, a new YOLO‑based model that supports text, visual, and no‑prompt open‑world detection and segmentation, detailing its lightweight RepRTA, SAVPE, and LRPC modules and showing benchmark gains in speed and zero‑shot performance on LVIS and COCO.

YOLOEbenchmarkcomputer vision
0 likes · 9 min read
YOLOE: Real‑Time Open‑World Object Detection and Segmentation Unveiled