Real-Time Target Detection Method Based on Lightweight Convolutional Neural Network

Real-Time Target Detection Method Based on Lightweight Convolutional Neural Network

The continuous development of deep learning improves target detection technology day by day. The current research focuses on improving the accuracy of target detection technology, resulting in the target detection model being too large. The number of parameters and detection speed of the target dete...

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Bibliographic Details
Main Authors: Juntong Yun, Du Jiang, Ying Liu, Ying Sun, Bo Tao, Jianyi Kong, Jinrong Tian, Xiliang Tong, Manman Xu, Zifan Fang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Deep learning
target detection
MobileNets-SSD
depthwise separable convolution
residual module
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2022.861286/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2022.861286/full

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