Semi-Open Set Object Detection Algorithm Leveraged by Multi-Modal Large Language Models

Semi-Open Set Object Detection Algorithm Leveraged by Multi-Modal Large Language Models

Currently, closed-set object detection models represented by YOLO are widely deployed in the industrial field. However, such closed-set models lack sufficient tuning ability for easily confused objects in complex detection scenarios. Open-set object detection models such as GroundingDINO expand the...

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Bibliographic Details
Main Authors: Kewei Wu, Yiran Wang, Xiaogang He, Jinyu Yan, Yang Guo, Zhuqing Jiang, Xing Zhang, Wei Wang, Yongping Xiong, Aidong Men, Li Xiao
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Big Data and Cognitive Computing
Subjects:
large-scale foundation model
computer vision
object detection
Online Access:https://www.mdpi.com/2504-2289/8/12/175
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