SAM-YOLO: An Improved Small Object Detection Model for Vehicle Detection

Abstract

SAM-YOLO improves small object detection for vehicle imagery by combining SAM-style segmentation cues with a YOLO detection backbone, addressing the tradeoff between detection recall on small objects and inference cost.

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