Underwater object detection algorithm based on attention mechanism and cross-stage partial fast spatial pyramidal pooling

Underwater object detection algorithm based on attention mechanism and cross-stage partial fast spatial pyramidal pooling

For the routine target detection algorithm in the underwater complex environment to obtain the image of the existence of blurred images, complex background and other phenomena, leading to difficulties in model feature extraction, target miss detection and other problems. Meanwhile, an improved YOLOv...

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Bibliographic Details
Main Authors: Jinghui Yan, Zhuang Zhou, Dujuan Zhou, Binghua Su, Zhe Xuanyuan, Jialin Tang, Yunting Lai, Jiongjiang Chen, Wanxin Liang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Marine Science
Subjects:
Underwater Object detection
ACFP-YOLO
YOLOv7
attention
SPPFCSPC
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2022.1056300/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2022.1056300/full

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