Underwater Target Recognition Based on Improved YOLOv4 Neural Network

Underwater Target Recognition Based on Improved YOLOv4 Neural Network

The YOLOv4 neural network is employed for underwater target recognition. To improve the accuracy and speed of recognition, the structure of YOLOv4 is modified by replacing the upsampling module with a deconvolution module and by incorporating depthwise separable convolution into the network. Moreove...

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Bibliographic Details
Main Authors: Lingyu Chen, Meicheng Zheng, Shunqiang Duan, Weilin Luo, Ligang Yao
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Electronics
Subjects:
underwater image
enhancement
YOLO neural network
target recognition
mosaic data augmentation
Online Access:https://www.mdpi.com/2079-9292/10/14/1634

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