CLT-YOLOX: Improved YOLOX Based on Cross-Layer Transformer for Object Detection Method Regarding Insect Pest

CLT-YOLOX: Improved YOLOX Based on Cross-Layer Transformer for Object Detection Method Regarding Insect Pest

This paper presents an enhanced YOLOX-based algorithm for pest detection, adopting a nature-inspired approach for refining its methodology. To tackle the limited availability of image data pertaining to pests and diseases, the paper incorporates Mosaic and Mixup technologies for effective image prep...

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Bibliographic Details
Main Authors: Lijuan Zhang, Haibin Cui, Jiadong Sun, Zhiyi Li, Hao Wang, Dongming Li
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Agronomy
Subjects:
object detection
pests
shallow information
feature pyramid structure
Online Access:https://www.mdpi.com/2073-4395/13/8/2091

Internet

https://www.mdpi.com/2073-4395/13/8/2091

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