A Novel DME-YOLO Structure in a High-Frequency Transformer Improves the Accuracy and Speed of Detection

A Novel DME-YOLO Structure in a High-Frequency Transformer Improves the Accuracy and Speed of Detection

Traditional YOLO models face a dilemma when it comes to dim detection targets: the detection accuracy increases while the speed inevitably reduces, or vice versa. To resolve this issue, we propose a novel DME-YOLO model, which is characterized by the establishment of a backbone based on the YOLOv7 a...

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Bibliographic Details
Main Authors: Zhiqiang Kang, Wenqian Jiang, Lile He, Chenrui Zhang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
dim target detection
DME-YOLO model
attention mechanism module
loss function
detection accuracy and speed
Online Access:https://www.mdpi.com/2079-9292/12/18/3982

Internet

https://www.mdpi.com/2079-9292/12/18/3982

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