Leveraging large visual models for enhanced object detection: An improved SAM-YOLOv5 model

Although various object detection methods have been developed, the accuracy of existing algorithms remains insufficient, particularly for detecting small-size and long-distance objects. To address these challenges, we propose an improved object detection model, I-SAM-YOLOv5, which combines the stren...

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Bibliographic Details

Published in:	Knowledge-based systems Vol. 330; p. 114757
Main Authors:	Tang, Jun, Li, Dan, Yang, Jiawei, Chen, Jing, Yuan, Ruiping
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 25.11.2025
Subjects:	Feature fusion I-SAM-YOLOv5 Large visual models Object detection I-SAM-YOLOv5 Feature fusion Large visual models Object detection
ISSN:	0950-7051
Online Access:	Get full text
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