An Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam) [Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)]

dc.creatorValdez-Morones, Topacio
dc.creatorPérez-Espinosa, Humberto
dc.creatorAvila-George, Himer
dc.creatorOblitas, Jimy
dc.creatorCastro, Wilson
dc.date.accessioned2021-06-21T04:59:11Z
dc.date.accessioned2022-10-24T16:13:25Z
dc.date.available2021-06-21T04:59:11Z
dc.date.available2022-10-24T16:13:25Z
dc.date.created2021-06-21T04:59:11Z
dc.date.issued2019-01-24
dc.identifierValdez, T. ...[et al]. (2019). An Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam) [Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)]. 7th International Conference On Software Process Improvement (CIMPS), 125-129. https://doi.org/10.1109/CIMPS.2018.8625628
dc.identifierhttps://hdl.handle.net/11537/26897
dc.identifier7th International Conference On Software Process Improvement (CIMPS)
dc.identifierhttps://doi.org/10.1109/CIMPS.2018.8625628
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/4725422
dc.description.abstractABSTRACT In this paper, we present an Android App designed to detect damage in tobacco leaves caused by the fungus of blue mold. This mobile application uses a classifier model which was built using a pattern recognition technique known as Artificial Neural Network. For the training and testing stages, a total of 40 images of tobacco leaves were used. The experimentation carried out shows that the developed model has an accuracy higher than 97% and there is no significant difference with a visual analysis carried out by experts in tobacco crop.
dc.languageeng
dc.publisherIEEE
dc.publisherMX
dc.rightshttps://creativecommons.org/licenses/by-nc-sa/3.0/us/
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightsAtribución-NoComercial-CompartirIgual 3.0 Estados Unidos de América
dc.sourceUniversidad Privada del Norte
dc.sourceRepositorio Institucional - UPN
dc.subjectAplicaciones para móviles
dc.subjectTabaco
dc.subjectHongos
dc.subjectCultivos
dc.subjectAgricultura
dc.titleAn Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam) [Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)]
dc.typeinfo:eu-repo/semantics/conferenceObject


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