Coffee disease classification at the edge using deep learning

Brazil is the world’s largest producer and exporter of coffee and the second largest consumer of the beverage. The aim of this study is to embed convolutional networks in a low-cost microcontrolled board to classify coffee leaf diseases in loco, without the need for an internet connection. Early ide...

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Bibliographic Details
Main Authors: João Vitor Yukio Bordin Yamashita, João Paulo R.R. Leite
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375523000138