YOLO-DRS: A Bioinspired Object Detection Algorithm for Remote Sensing Images Incorporating a Multi-Scale Efficient Lightweight Attention Mechanism

YOLO-DRS: A Bioinspired Object Detection Algorithm for Remote Sensing Images Incorporating a Multi-Scale Efficient Lightweight Attention Mechanism

Bioinspired object detection in remotely sensed images plays an important role in a variety of fields. Due to the small size of the target, complex background information, and multi-scale remote sensing images, the generalized YOLOv5 detection framework is unable to obtain good detection results. In...

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Bibliographic Details
Main Authors: Huan Liao, Wenqiu Zhu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Biomimetics
Subjects:
bioinspired object detection
YOLOv5
multi-scale
attention mechanisms
transposed convolution
Online Access:https://www.mdpi.com/2313-7673/8/6/458

Internet

https://www.mdpi.com/2313-7673/8/6/458

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