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Sergio Souza Novak

affiliation not provided to SSRN

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AgroInsect: A Mobile Edge-AI Framework for On-Device Pest Detection and Geostatistical Interpolation in Soybean and Maize Crops

Number of pages: 27 Posted: 17 Mar 2026
Guilherme Pires Silva de Almeida, Leonardo Nazário Silva dos Santos, Ruy de Oliveira, Marconi Batista Teixeira, Mario De Oliveira, Pablo da Costa Gontijo, Adriano Soares de Oliveira Bailão, Heyde Francielle do Carmo Franca, Sergio Souza Novak and Jéssica Lauanda Stirle
Instituto Federal de Educação, Ciência e Tecnologia de Mato Grosso – Campus Cuiabá, affiliation not provided to SSRN, affiliation not provided to SSRN, Instituto Federal de Educação Ciência e Tecnologia Goiano, Birmingham City University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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YOLOv11, TensorFlow Lite, Deep Learning, Pest Detection, Ordinary Kriging