Automatic Paddy Planthopper Detection and Counting Using Faster R-CNN

Automatic Paddy Planthopper Detection and Counting Using Faster R-CNN

Counting planthoppers manually is laborious and yields inconsistent results, particularly when dealing with species with similar features, such as the brown planthopper (<i>Nilaparvata lugens</i>; BPH), whitebacked planthopper (<i>Sogatella furcifera</i>; WBPH), zigzag leafho...

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Hlavní autoři: Siti Khairunniza-Bejo, Mohd Firdaus Ibrahim, Marsyita Hanafi, Mahirah Jahari, Fathinul Syahir Ahmad Saad, Mohammad Aufa Mhd Bookeri
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2024-09-01
Edice:Agriculture
Témata:
insect pest detection
deep learning
machine vision
VGG16
On-line přístup:https://www.mdpi.com/2077-0472/14/9/1567

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https://www.mdpi.com/2077-0472/14/9/1567

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