Agriculture is one of the most important economic activities in Peru. Furthermore, the Peruvian mango is the most important fruit as an export product on the European market due to its good quality. Three varieties of mango are cultivated in Peru: Haden, Kent and Tommy Atkins, each of them presents different characteristics; however, the production of this fruit is affected because manual processes are still used for its production, which generates a delay in the process due to the inaccuracy of the labour. The present study aims to develop the simulation of an automated grading system for Peruvian mangoes based on computer vision. On the other hand, to establish the process development, the transfer learning principle was analysed and a flow diagram of the system was made. The simulation of the system environment was obtained through the Factory IO software, together with the image processing through the Matlab software, in which the characteristics of the three mango varieties were introduced; therefore, with this information, the system was able to carry out the mango selection. Finally, it was concluded that the presented design optimises the selection and storage time of the mangoes, as well as automating the labour in the process.
|Idioma original||Inglés estadounidense|
|Título de la publicación alojada||ICOIACT 2022 - 5th International Conference on Information and Communications Technology|
|Subtítulo de la publicación alojada||A New Way to Make AI Useful for Everyone in the New Normal Era, Proceeding|
|Editorial||Institute of Electrical and Electronics Engineers Inc.|
|ISBN (versión digital)||9781665451406|
|Estado||Indizado - 2022|
|Evento||5th International Conference on Information and Communications Technology, ICOIACT 2022 - Yogyakarta, Indonesia|
Duración: 24 ago. 2022 → 25 ago. 2022
Serie de la publicación
|Nombre||ICOIACT 2022 - 5th International Conference on Information and Communications Technology: A New Way to Make AI Useful for Everyone in the New Normal Era, Proceeding|
|Conferencia||5th International Conference on Information and Communications Technology, ICOIACT 2022|
|Período||24/08/22 → 25/08/22|
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© 2022 IEEE.