Fish sonar image recognition algorithm based on improved YOLOv5

Fish sonar image recognition algorithm based on improved YOLOv5

Fish stock assessment is crucial for sustainable marine fisheries management in rangeland ecosystems. To address the challenges posed by the overfishing of offshore fish species and facilitate comprehensive deep-sea resource evaluation, this paper introduces an improved fish sonar image detection al...

Full description

Bibliographic Details
Main Authors: Bowen Xing, Min Sun, Minyang Ding, Chuang Han
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
sonar
fish detection
yolov5
deep learning
algorithm optimization
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024057?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/mbe.2024057?viewType=HTML

Similar Items