Deep neural networks with attention mechanisms for Spodoptera frugiperda pupae sexing

Deep neural networks with attention mechanisms for Spodoptera frugiperda pupae sexing

The Spodoptera frugiperda caterpillar is an object of study of great importance to the national economy of Brazil since it directly attacks the cultivations of a diverse amount of agricultural products. Since the sexing of this insect is an arduous and tiring task due to being done manually, this pa...

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Bibliographic Details
Main Authors: João Vitor de Andrade Porto, Fabio Prestes Cesar Rezende, Higor Henrique Picoli Nucci, Antonia Railda Roel, Gilberto Astolfi, Hemerson Pistori
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Smart Agricultural Technology
Subjects:
Computer vision
Spodoptera frugiperda
Faster R-CNN
FoveaBox
RetinaNet
SABL
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375523000308

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http://www.sciencedirect.com/science/article/pii/S2772375523000308

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