Abstract: Few-shot learning (FSL) is transforming object recognition, allowing models to recognize new objects with minimal data, addressing the issue of data scarcity in fields like medical imaging ...

Abstract: To meet the demands of intelligent traffic control systems for high-precision vehicle object recognition, an improved recognition algorithm, YOLOv7-W, is proposed based on the YOLOv7 ...