Transfer Learning-Based Lightweight SSD Model for Detection of Pests in Citrus

Transfer Learning-Based Lightweight SSD Model for Detection of Pests in Citrus

In citrus cultivation, it is a difficult task for farmers to classify different pests correctly and make proper decisions to prevent citrus damage. This work proposes an efficient modified lightweight transfer learning model which combines the effectiveness and accuracy of citrus pest characterizati...

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Bibliographic Details
Main Authors: Linhui Wang, Wangpeng Shi, Yonghong Tang, Zhizhuang Liu, Xiongkui He, Hongyan Xiao, Yu Yang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Agronomy
Subjects:
transfer learning
MobileNetV3
pest detection
embedded system
citrus pest
Online Access:https://www.mdpi.com/2073-4395/13/7/1710

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