Research on Pest Monitoring Based on Limited Labeled Data and Deep Neural Networks

Published: 23 July 2026| Version 1 | DOI: 10.17632/yff489jbx5.1
Contributors:
LuLu Huang, Feng Xu, DongMei Gong

Description

Aphids dataset:https://universe.roboflow.com/uet-taxila-2fk6f/aphids-aptfe; Cerambycidaesp dataset: https://universe.roboflow.com/robinw-zbbcn/longhorn-detection; Scarabaeoidea dataset: https://universe.roboflow.com/asphyxiasea/scarabaeoidea; Tetranychus dataset: https://universe.roboflow.com/pest-classifier/red-spider; VisDrone2019 dataset: https://github.com/VisDrone/VisDrone-Dataset; The source code and models supporting the findings of this work are publicly accessible at https://github.com/c-yn/DSANet and https://github.com/sunny2109/SAFMN. All figures shall be applied and cited fully in accordance with the contents of the corresponding original image files.

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Process Control, Machine Learning, Deep Learning

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