YOLO performance analysis for real-time detection of soybean pests

In this work, we evaluated the You Only Look Once (YOLO) architecture for real-time detection of soybean pests. We collected images of the soybean plantation in different days, locations and weather conditions, between the phenological stages R1 to R6, which have a high occurrence of insect pests in...

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Bibliographic Details
Published in:Smart Agricultural Technology
Main Authors: Everton Castelão Tetila, Fábio Amaral Godoy da Silveira, Anderson Bessa da Costa, Willian Paraguassu Amorim, Gilberto Astolfi, Hemerson Pistori, Jayme Garcia Arnal Barbedo
Format: Article
Language:English
Published: Elsevier 2024-03-01
Subjects:
Deep learning
Object detection
Precision agriculture
Soybean pests
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524000108

Internet

http://www.sciencedirect.com/science/article/pii/S2772375524000108

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