Detection Method of Marine Biological Objects Based on Image Enhancement and Improved YOLOv5S

Detection Method of Marine Biological Objects Based on Image Enhancement and Improved YOLOv5S

Marine biological object detection is of great significance for the exploration and protection of underwater resources. There have been some achievements in visual inspection for specific objects based on machine learning. However, owing to the complex imaging environment, some problems, such as low...

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Bibliographic Details
Main Authors: Peng Li, Yibing Fan, Zhengyang Cai, Zhiyu Lyu, Weijie Ren
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Journal of Marine Science and Engineering
Subjects:
marine biological object
object detection
image enhancement
deep learning
improved YOLOv5S
Online Access:https://www.mdpi.com/2077-1312/10/10/1503

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