An app to assist farmers in the identification of diseases and pests of coffee leaves using deep learning

In recent years, deep learning methods have been introduced for segmentation and classification of leaf lesions caused by pests and pathogens. Among the commonly used approaches, convolutional neural networks have provided results with high accuracy. The purpose of this work is to present an effecti...

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Bibliographic Details
Main Authors: José G.M. Esgario, Pedro B.C. de Castro, Lucas M. Tassis, Renato A. Krohling
Format: Article
Language:English
Published: Elsevier 2022-03-01
Series:Information Processing in Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317321000044