info:eu-repo/semantics/conferenceObject
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)]
Fecha
2019-01-24Registro en:
7th International Conference On Software Process Improvement (CIMPS)
Autor
Valdez-Morones, Topacio
Pérez-Espinosa, Humberto
Avila-George, Himer
Oblitas, Jimy
Castro, Wilson
Institución
Resumen
ABSTRACT
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.