Gated Channel Attention Mechanism YOLOv3 Network for Small Target Detection

In order to solve the problem of low recognition rate and high missed rate in current target detection task, this paper proposes an improved YOLOv3 algorithm based on a gated channel attention mechanism (GCAM) and adaptive up-sampling module. Firstly, darknet-53 is used as the backbone network to ex...

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Bibliographic Details
Main Authors: Xi Yang, Jin Shi, Juan Zhang
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Advances in Multimedia
Online Access:http://dx.doi.org/10.1155/2022/8703380
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