High Speed and Precision Underwater Biological Detection Based on the Improved YOLOV4-Tiny Algorithm

High Speed and Precision Underwater Biological Detection Based on the Improved YOLOV4-Tiny Algorithm

Realizing high-precision real-time underwater detection has been a pressing issue for intelligent underwater robots in recent years. Poor quality of underwater datasets leads to low accuracy of detection models. To handle this problem, an improved YOLOV4-Tiny algorithm is proposed. The CSPrestblock_...

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Bibliographic Details
Main Authors: Kun Yu, Yufeng Cheng, Zhuangtao Tian, Kaihua Zhang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Journal of Marine Science and Engineering
Subjects:
underwater biological detection
YOLOV4-Tiny
data augmentation
image restoration
Online Access:https://www.mdpi.com/2077-1312/10/12/1821

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